This example uses the tidyverse suite of packages.
library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6 ✔ purrr 0.3.5
## ✔ tibble 3.1.8 ✔ dplyr 1.0.10
## ✔ tidyr 1.2.1 ✔ stringr 1.4.1
## ✔ readr 2.1.3 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
Please download the final project data from Canvas. If this Rmarkdown file is located in the same directory as the downloaded CSV file, it will be able to load in the data for you. It is highly recommended that you use an RStudio RProject to more easily manage the working directory and file paths of the code and objects associated with the final project.
The code chunk below reads in the final project data.
df <- readr::read_csv("fall2022_finalproject.csv", col_names = TRUE)
## Rows: 1252 Columns: 11
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): m
## dbl (10): x1, x2, x3, x4, v1, v2, v3, v4, v5, output
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
The readr::read_csv() function displays the data types
and column names associated with the data. However, a glimpse is shown
below that reveals the number of rows and also shows some of the
representative values for the columns.
df %>% glimpse()
## Rows: 1,252
## Columns: 11
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.0…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.0…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.0…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.0…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.2…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.0…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.1…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.6…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.2…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A"…
## $ output <dbl> 0.786, 0.730, 0.996, 0.326, 0.735, 0.954, 0.969, 0.986, 0.874, …
One of the goals of the final project is for you to assess if Subject
Matter Expert (SME) recommended features help improve model performance
relative to using the as-collected “x-” and “v-” input variables. The
input derived features are calculated for you in the code chunk
below using the mutate() function and a glimpse of the
resulting data set is displayed to the screen. This is shown to
demonstrate how to calculate these derived features from the provided
input variables.
df <- df %>%
mutate(x5 = 1 - (x1 + x2 + x3 + x4),
w = x2 / (x3 + x4),
z = (x1 + x2) / (x5 + x4),
t = v1 * v2) %>%
glimpse()
## Rows: 1,252
## Columns: 15
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.0…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.0…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.0…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.0…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.2…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.0…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.1…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.6…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.2…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A"…
## $ output <dbl> 0.786, 0.730, 0.996, 0.326, 0.735, 0.954, 0.969, 0.986, 0.874, …
## $ x5 <dbl> 0.212588, 0.153418, 0.689014, 0.348834, 0.388381, 0.625701, 0.8…
## $ w <dbl> 0.50619858, 0.47195344, 0.07709835, 0.10712990, 0.80796683, 0.0…
## $ z <dbl> 1.25050808, 1.39745312, 0.05731369, 0.83844661, 0.65315580, 0.0…
## $ t <dbl> 0.009277586, 0.009294651, 0.151249854, 0.266428788, 2.604629249…
df <- df %>%
mutate(y = boot::logit(output)) %>%
glimpse()
## Rows: 1,252
## Columns: 16
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.0…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.0…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.0…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.0…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.2…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.0…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.1…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.6…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.2…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A"…
## $ output <dbl> 0.786, 0.730, 0.996, 0.326, 0.735, 0.954, 0.969, 0.986, 0.874, …
## $ x5 <dbl> 0.212588, 0.153418, 0.689014, 0.348834, 0.388381, 0.625701, 0.8…
## $ w <dbl> 0.50619858, 0.47195344, 0.07709835, 0.10712990, 0.80796683, 0.0…
## $ z <dbl> 1.25050808, 1.39745312, 0.05731369, 0.83844661, 0.65315580, 0.0…
## $ t <dbl> 0.009277586, 0.009294651, 0.151249854, 0.266428788, 2.604629249…
## $ y <dbl> 1.3009808, 0.9946226, 5.5174529, -0.7263327, 1.0201407, 3.03202…
Although the response is continuous and you will be working with
regression models in this project, you will also train binary
classification models. To do so, you must derive a binary response from
the continuous response, output. You will train
classification models to classify the event of interest, which
corresponds to output < 0.33. The binary response,
outcome, is calculated in the code chunk below with an
ifelse() call. The two levels are 'event' and
non_event'. The outcome column is converted to
a factor variable (categorical variable) with the first level assigned
to 'event'. You are required to use this setup for the
binary variable that way everyone will work with a consistent binary
output.
df <- df %>%
mutate(outcome = ifelse(output < 0.33, 'event', 'non_event'),
outcome = factor(outcome, levels = c("event", "non_event"))) %>%
glimpse()
## Rows: 1,252
## Columns: 17
## $ x1 <dbl> 0.025878, 0.030768, 0.019325, 0.306212, 0.031296, 0.031073, 0.…
## $ x2 <dbl> 0.255934, 0.261575, 0.020877, 0.033379, 0.259342, 0.027119, 0.…
## $ x3 <dbl> 0.492830, 0.498460, 0.258360, 0.255385, 0.264387, 0.260915, 0.…
## $ x4 <dbl> 0.012770, 0.055779, 0.012424, 0.056190, 0.056594, 0.055192, 0.…
## $ v1 <dbl> 0.275651, 0.343204, 4.998508, 5.090153, 5.031107, 9.977407, 0.…
## $ v2 <dbl> 0.033657, 0.027082, 0.030259, 0.052342, 0.517705, 0.532436, 1.…
## $ v3 <dbl> 1.166214, 1.260579, 1.298285, 1.322005, 1.368195, 1.298797, 1.…
## $ v4 <dbl> 0.408402, 0.664248, 0.412870, 0.652111, 0.533701, 0.857509, 0.…
## $ v5 <dbl> 0.525226, 2.866343, 0.409007, 0.861594, 6.451933, 0.958574, 0.…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A…
## $ output <dbl> 0.786, 0.730, 0.996, 0.326, 0.735, 0.954, 0.969, 0.986, 0.874,…
## $ x5 <dbl> 0.212588, 0.153418, 0.689014, 0.348834, 0.388381, 0.625701, 0.…
## $ w <dbl> 0.50619858, 0.47195344, 0.07709835, 0.10712990, 0.80796683, 0.…
## $ z <dbl> 1.25050808, 1.39745312, 0.05731369, 0.83844661, 0.65315580, 0.…
## $ t <dbl> 0.009277586, 0.009294651, 0.151249854, 0.266428788, 2.60462924…
## $ y <dbl> 1.3009808, 0.9946226, 5.5174529, -0.7263327, 1.0201407, 3.0320…
## $ outcome <fct> non_event, non_event, non_event, event, non_event, non_event, …
df
## # A tibble: 1,252 × 17
## x1 x2 x3 x4 v1 v2 v3 v4 v5 m output
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <chr> <dbl>
## 1 0.0259 0.256 0.493 0.0128 0.276 0.0337 1.17 0.408 0.525 A 0.786
## 2 0.0308 0.262 0.498 0.0558 0.343 0.0271 1.26 0.664 2.87 A 0.73
## 3 0.0193 0.0209 0.258 0.0124 5.00 0.0303 1.30 0.413 0.409 A 0.996
## 4 0.306 0.0334 0.255 0.0562 5.09 0.0523 1.32 0.652 0.862 A 0.326
## 5 0.0313 0.259 0.264 0.0566 5.03 0.518 1.37 0.534 6.45 A 0.735
## 6 0.0311 0.0271 0.261 0.0552 9.98 0.532 1.30 0.858 0.959 A 0.954
## 7 0.0244 0.0318 0.0220 0.0558 0.230 1.01 1.17 0.691 0.209 A 0.969
## 8 0.0260 0.0122 0.263 0.0571 0.242 1.01 1.25 0.607 0.00925 A 0.986
## 9 0.0207 0.266 0.499 0.0555 5.01 1.02 1.37 0.751 9.34 A 0.874
## 10 0.0195 0.0254 0.268 0.0569 0.226 0.508 5.64 0.543 1.35 A 0.995
## # … with 1,242 more rows, and 6 more variables: x5 <dbl>, w <dbl>, z <dbl>,
## # t <dbl>, y <dbl>, outcome <fct>
Tune non bayesian best model
library(glmnet)
## Loading required package: Matrix
##
## Attaching package: 'Matrix'
## The following objects are masked from 'package:tidyr':
##
## expand, pack, unpack
## Loaded glmnet 4.1-4
X01_lm <- model.matrix( y ~ x1 + x2 + x3 + x4 + v1 + v2 + v3 + v4 + v5 + m- 1, data = df)
X02_lm <- model.matrix(y ~ x1 + x3 + x4 + v2 + v3 + v4 + v5 + m + w + z + t + x5 - 1, data = df)
X03_lm <- model.matrix(y ~ (x1 + x3 + x4 + v2 + v3 + v4 + v5 + w + z + t + x5)^2 - 1, data = df)
X04_lm <- model.matrix(y ~ splines::ns(z , 3) * (x5 + w + t ) - 1, data = df)
lambda_grid <- exp(seq(log(0.001),log(1000),length.out=101))
lasso_01_cv_tune <- cv.glmnet(X01_lm, df$y, lambda = lambda_grid, nfolds = 5)
lasso_02_cv_tune <- cv.glmnet(X02_lm, df$y, lambda = lambda_grid, nfolds = 5)
lasso_03_cv_tune <- cv.glmnet(X03_lm, df$y, lambda = lambda_grid, nfolds = 5)
lasso_04_cv_tune <- cv.glmnet(X04_lm, df$y, lambda = lambda_grid, nfolds = 5)
plot(lasso_01_cv_tune)
plot(lasso_02_cv_tune)
plot(lasso_03_cv_tune)
plot(lasso_04_cv_tune)
coef(lasso_01_cv_tune)
## 15 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) 0.5300753
## x1 .
## x2 .
## x3 .
## x4 .
## v1 .
## v2 .
## v3 .
## v4 .
## v5 .
## mA .
## mB .
## mC .
## mD .
## mE .
coef(lasso_02_cv_tune)
## 17 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) -7.94398530
## x1 1.43561634
## x3 3.88464825
## x4 8.82068971
## v2 .
## v3 -0.01316928
## v4 0.10416325
## v5 -0.03907135
## mA .
## mB -0.22701389
## mC .
## mD -0.25473335
## mE 0.05980212
## w 0.32943624
## z 1.81469153
## t -0.00887863
## x5 11.72396314
coef(lasso_03_cv_tune)
## 67 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) 1.56994062
## x1 .
## x3 .
## x4 .
## v2 .
## v3 .
## v4 .
## v5 .
## w .
## z .
## t .
## x5 .
## x1:x3 -36.12489135
## x1:x4 -30.32604411
## x1:v2 -0.13150603
## x1:v3 -0.11354352
## x1:v4 .
## x1:v5 .
## x1:w .
## x1:z 5.13065082
## x1:t -0.01068955
## x1:x5 .
## x3:x4 .
## x3:v2 .
## x3:v3 .
## x3:v4 .
## x3:v5 .
## x3:w .
## x3:z 0.20279447
## x3:t .
## x3:x5 7.13552561
## x4:v2 .
## x4:v3 .
## x4:v4 .
## x4:v5 -0.35803111
## x4:w -0.43361350
## x4:z .
## x4:t -0.24790764
## x4:x5 1.02315070
## v2:v3 .
## v2:v4 .
## v2:v5 .
## v2:w .
## v2:z .
## v2:t .
## v2:x5 .
## v3:v4 .
## v3:v5 .
## v3:w .
## v3:z .
## v3:t .
## v3:x5 .
## v4:v5 .
## v4:w .
## v4:z .
## v4:t .
## v4:x5 .
## v5:w .
## v5:z .
## v5:t .
## v5:x5 .
## w:z .
## w:t .
## w:x5 0.94254002
## z:t .
## z:x5 -6.32709246
## t:x5 0.03190855
coef(lasso_04_cv_tune)
## 16 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) 1.62141466
## splines::ns(z, 3)1 -1.45260037
## splines::ns(z, 3)2 -2.02697745
## splines::ns(z, 3)3 6.01117077
## x5 0.23114023
## w 0.02504712
## t 0.03682449
## splines::ns(z, 3)1:x5 12.94281534
## splines::ns(z, 3)2:x5 5.76902885
## splines::ns(z, 3)3:x5 7.94570621
## splines::ns(z, 3)1:w -2.72479445
## splines::ns(z, 3)2:w 1.68152873
## splines::ns(z, 3)3:w -1.75801967
## splines::ns(z, 3)1:t .
## splines::ns(z, 3)2:t -0.17576317
## splines::ns(z, 3)3:t .
Tune Bayesian model
mod1_nbayes <- lm( y ~ m:((x1 + x3 + x4 + x5 + w + z + t + v2 + v3 + v4 + v5)^2), data = df )
mod1_nbayes %>% summary()
##
## Call:
## lm(formula = y ~ m:((x1 + x3 + x4 + x5 + w + z + t + v2 + v3 +
## v4 + v5)^2), data = df)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.7688 -0.7442 0.0032 0.7252 4.3993
##
## Coefficients: (6 not defined because of singularities)
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.623e+01 3.352e+01 0.782 0.43414
## mA:x1 -1.763e+01 3.531e+01 -0.499 0.61762
## mB:x1 -2.846e+01 3.484e+01 -0.817 0.41429
## mC:x1 -2.969e+01 3.470e+01 -0.856 0.39240
## mD:x1 -1.684e+01 3.513e+01 -0.479 0.63176
## mE:x1 -1.782e+01 3.137e+01 -0.568 0.57015
## mA:x3 -2.730e+01 3.415e+01 -0.799 0.42425
## mB:x3 -3.169e+01 3.433e+01 -0.923 0.35610
## mC:x3 -2.573e+01 3.389e+01 -0.759 0.44805
## mD:x3 -3.335e+01 3.412e+01 -0.977 0.32860
## mE:x3 -1.982e+01 3.642e+01 -0.544 0.58652
## mA:x4 -1.866e+02 9.297e+01 -2.007 0.04500 *
## mB:x4 1.489e+00 8.043e+01 0.019 0.98524
## mC:x4 3.310e+01 7.785e+01 0.425 0.67086
## mD:x4 -3.658e+01 7.634e+01 -0.479 0.63195
## mE:x4 -4.506e+01 1.032e+02 -0.437 0.66239
## mA:x5 -2.040e+01 3.371e+01 -0.605 0.54518
## mB:x5 -2.669e+01 3.378e+01 -0.790 0.42959
## mC:x5 -2.441e+01 3.369e+01 -0.725 0.46880
## mD:x5 -2.611e+01 3.369e+01 -0.775 0.43854
## mE:x5 -2.468e+01 3.265e+01 -0.756 0.44980
## mA:w 3.340e+00 8.756e+00 0.381 0.70294
## mB:w -1.887e+00 7.813e+00 -0.242 0.80920
## mC:w -8.037e-01 6.374e+00 -0.126 0.89969
## mD:w -9.464e+00 7.229e+00 -1.309 0.19080
## mE:w -9.173e+00 7.104e+00 -1.291 0.19697
## mA:z 1.171e+00 4.026e+00 0.291 0.77123
## mB:z -1.538e+00 3.816e+00 -0.403 0.68695
## mC:z -2.418e+00 3.709e+00 -0.652 0.51462
## mD:z -5.346e+00 4.007e+00 -1.334 0.18241
## mE:z 2.565e+00 5.058e+00 0.507 0.61218
## mA:t 5.099e+00 2.492e+00 2.046 0.04102 *
## mB:t 5.772e-01 1.918e+00 0.301 0.76351
## mC:t -1.476e+00 2.104e+00 -0.702 0.48304
## mD:t -3.017e+00 1.961e+00 -1.539 0.12426
## mE:t -1.939e+00 2.532e+00 -0.766 0.44414
## mA:v2 -3.256e+01 1.647e+01 -1.977 0.04834 *
## mB:v2 -2.215e+00 1.212e+01 -0.183 0.85508
## mC:v2 1.925e+01 1.382e+01 1.393 0.16381
## mD:v2 -1.137e+00 1.482e+01 -0.077 0.93883
## mE:v2 7.418e+00 2.043e+01 0.363 0.71657
## mA:v3 -1.314e+00 1.434e+00 -0.916 0.35989
## mB:v3 9.198e-01 1.335e+00 0.689 0.49106
## mC:v3 1.111e+00 1.253e+00 0.886 0.37569
## mD:v3 -1.079e+00 1.174e+00 -0.919 0.35835
## mE:v3 -1.811e+00 1.432e+00 -1.264 0.20649
## mA:v4 -5.575e+00 2.042e+01 -0.273 0.78491
## mB:v4 -2.539e+01 1.426e+01 -1.781 0.07526 .
## mC:v4 -5.007e+01 1.663e+01 -3.012 0.00267 **
## mD:v4 6.300e+00 1.451e+01 0.434 0.66432
## mE:v4 -1.659e+01 2.109e+01 -0.787 0.43170
## mA:v5 -1.904e-01 1.117e+00 -0.170 0.86471
## mB:v5 -7.030e-01 1.101e+00 -0.639 0.52318
## mC:v5 1.065e+00 1.023e+00 1.041 0.29793
## mD:v5 2.506e-02 9.316e-01 0.027 0.97854
## mE:v5 -2.881e+00 1.270e+00 -2.268 0.02355 *
## mA:x1:x3 -6.946e+01 8.953e+00 -7.758 2.27e-14 ***
## mB:x1:x3 -3.567e+01 7.864e+00 -4.535 6.50e-06 ***
## mC:x1:x3 -4.916e+01 7.315e+00 -6.720 3.17e-11 ***
## mD:x1:x3 -5.552e+01 7.032e+00 -7.896 8.12e-15 ***
## mE:x1:x3 -5.034e+01 8.275e+00 -6.083 1.72e-09 ***
## mA:x1:x4 1.137e+02 8.499e+01 1.338 0.18132
## mB:x1:x4 -5.981e+01 7.447e+01 -0.803 0.42210
## mC:x1:x4 -6.598e+01 7.017e+01 -0.940 0.34730
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## mE:x1:x4 -4.871e+01 7.579e+01 -0.643 0.52059
## mA:x1:x5 -2.347e+01 1.113e+01 -2.110 0.03517 *
## mB:x1:x5 8.836e+00 1.122e+01 0.788 0.43107
## mC:x1:x5 2.497e-01 1.024e+01 0.024 0.98055
## mD:x1:x5 -8.802e+00 1.116e+01 -0.789 0.43041
## mE:x1:x5 -4.876e-01 9.287e+00 -0.053 0.95814
## mA:x1:w -9.516e+00 5.200e+00 -1.830 0.06756 .
## mB:x1:w -2.391e+00 4.102e+00 -0.583 0.56007
## mC:x1:w -4.747e+00 4.473e+00 -1.061 0.28890
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## mA:x1:z 3.765e+00 3.282e+00 1.147 0.25157
## mB:x1:z 6.772e+00 2.954e+00 2.293 0.02210 *
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## mE:x1:z 3.299e+00 3.932e+00 0.839 0.40163
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## mC:x1:t 6.923e-01 1.705e+00 0.406 0.68484
## mD:x1:t 1.725e+00 1.629e+00 1.059 0.29005
## mE:x1:t 1.506e+00 1.957e+00 0.769 0.44180
## mA:x1:v2 3.082e+01 1.299e+01 2.373 0.01785 *
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## mD:x1:v3 3.580e-01 9.807e-01 0.365 0.71518
## mE:x1:v3 1.230e+00 1.153e+00 1.066 0.28656
## mA:x1:v4 1.488e+01 1.668e+01 0.892 0.37253
## mB:x1:v4 2.327e+01 1.137e+01 2.046 0.04106 *
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## mD:x1:v4 6.092e+00 1.301e+01 0.468 0.63961
## mE:x1:v4 8.873e+00 1.720e+01 0.516 0.60600
## mA:x1:v5 -1.316e-01 8.594e-01 -0.153 0.87838
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## mD:x1:v5 3.523e-02 7.697e-01 0.046 0.96350
## mE:x1:v5 2.033e+00 1.012e+00 2.010 0.04473 *
## mA:x3:x4 1.706e+02 1.152e+02 1.481 0.13902
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## mC:x3:x4 -6.248e+01 9.621e+01 -0.649 0.51624
## mD:x3:x4 7.252e+01 9.796e+01 0.740 0.45931
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## mB:x3:x5 2.605e+01 8.301e+00 3.138 0.00176 **
## mC:x3:x5 6.009e+00 7.502e+00 0.801 0.42336
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## mE:x3:x5 6.416e+00 8.463e+00 0.758 0.44862
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## mC:x3:w -3.029e+01 3.724e+01 -0.813 0.41626
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## mE:x3:w -9.806e-01 2.707e+01 -0.036 0.97111
## mA:x3:z 3.342e-01 5.428e+00 0.062 0.95092
## mB:x3:z 3.267e+00 4.732e+00 0.691 0.49004
## mC:x3:z 4.285e+00 4.704e+00 0.911 0.36257
## mD:x3:z 8.651e+00 5.003e+00 1.729 0.08409 .
## mE:x3:z -4.293e+00 7.047e+00 -0.609 0.54260
## mA:x3:t -7.570e+00 3.110e+00 -2.434 0.01512 *
## mB:x3:t 1.592e-01 2.270e+00 0.070 0.94412
## mC:x3:t 1.488e+00 2.467e+00 0.603 0.54653
## mD:x3:t 2.536e+00 2.276e+00 1.114 0.26545
## mE:x3:t 3.182e+00 3.081e+00 1.033 0.30210
## mA:x3:v2 4.286e+01 1.968e+01 2.178 0.02964 *
## mB:x3:v2 -4.924e+00 1.504e+01 -0.327 0.74351
## mC:x3:v2 -2.076e+01 1.626e+01 -1.277 0.20206
## mD:x3:v2 7.225e+00 1.788e+01 0.404 0.68624
## mE:x3:v2 -1.982e+01 2.506e+01 -0.791 0.42913
## mA:x3:v3 1.873e+00 1.766e+00 1.061 0.28907
## mB:x3:v3 -8.555e-01 1.635e+00 -0.523 0.60103
## mC:x3:v3 -1.142e+00 1.563e+00 -0.731 0.46517
## mD:x3:v3 1.175e+00 1.459e+00 0.806 0.42059
## mE:x3:v3 1.766e+00 1.707e+00 1.034 0.30123
## mA:x3:v4 1.179e+01 2.559e+01 0.461 0.64516
## mB:x3:v4 3.654e+01 1.779e+01 2.054 0.04026 *
## mC:x3:v4 6.089e+01 2.034e+01 2.993 0.00283 **
## mD:x3:v4 -4.536e+00 1.737e+01 -0.261 0.79400
## mE:x3:v4 1.651e+01 2.519e+01 0.655 0.51240
## mA:x3:v5 3.116e-01 1.382e+00 0.225 0.82167
## mB:x3:v5 9.172e-01 1.384e+00 0.663 0.50769
## mC:x3:v5 -1.308e+00 1.252e+00 -1.045 0.29642
## mD:x3:v5 -6.192e-01 1.130e+00 -0.548 0.58371
## mE:x3:v5 3.118e+00 1.543e+00 2.021 0.04358 *
## mA:x4:x5 1.324e+02 9.224e+01 1.436 0.15146
## mB:x4:x5 -5.298e+01 7.664e+01 -0.691 0.48961
## mC:x4:x5 -4.464e+01 7.394e+01 -0.604 0.54618
## mD:x4:x5 6.217e+01 7.395e+01 0.841 0.40070
## mE:x4:x5 1.095e+01 8.152e+01 0.134 0.89322
## mA:x4:w -6.243e-01 5.556e+01 -0.011 0.99104
## mB:x4:w -8.024e+00 5.010e+01 -0.160 0.87280
## mC:x4:w -3.959e+01 4.438e+01 -0.892 0.37263
## mD:x4:w -1.524e+01 4.701e+01 -0.324 0.74593
## mE:x4:w NA NA NA NA
## mA:x4:z 3.049e+00 7.662e+00 0.398 0.69075
## mB:x4:z 4.102e+00 5.338e+00 0.769 0.44233
## mC:x4:z -2.413e+00 5.115e+00 -0.472 0.63726
## mD:x4:z 1.282e+01 6.510e+00 1.969 0.04923 *
## mE:x4:z 3.197e+00 6.820e+00 0.469 0.63936
## mA:x4:t -7.534e+00 4.512e+00 -1.670 0.09530 .
## mB:x4:t -5.835e+00 3.364e+00 -1.734 0.08319 .
## mC:x4:t 3.446e+00 3.453e+00 0.998 0.31866
## mD:x4:t -1.157e-01 3.033e+00 -0.038 0.96958
## mE:x4:t -2.778e-02 4.549e+00 -0.006 0.99513
## mA:x4:v2 8.171e+01 3.142e+01 2.600 0.00946 **
## mB:x4:v2 4.257e+01 2.101e+01 2.026 0.04303 *
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## mD:x4:v2 1.981e+01 2.380e+01 0.833 0.40531
## mE:x4:v2 4.941e+00 3.561e+01 0.139 0.88970
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## mB:x4:v3 -1.332e+00 2.133e+00 -0.625 0.53241
## mC:x4:v3 -1.181e+00 2.155e+00 -0.548 0.58365
## mD:x4:v3 1.270e+00 2.001e+00 0.635 0.52589
## mE:x4:v3 4.465e+00 2.802e+00 1.594 0.11135
## mA:x4:v4 9.957e+00 3.177e+01 0.313 0.75401
## mB:x4:v4 4.764e+01 2.288e+01 2.082 0.03758 *
## mC:x4:v4 6.679e+01 2.688e+01 2.484 0.01315 *
## mD:x4:v4 -5.396e+01 2.473e+01 -2.182 0.02935 *
## mE:x4:v4 2.421e+01 3.579e+01 0.676 0.49892
## mA:x4:v5 6.654e-01 1.895e+00 0.351 0.72553
## mB:x4:v5 7.702e-01 1.690e+00 0.456 0.64867
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## mD:x4:v5 -3.960e-01 1.607e+00 -0.246 0.80541
## mE:x4:v5 3.495e+00 2.118e+00 1.651 0.09916 .
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## mB:x5:w 1.240e+00 6.984e+00 0.178 0.85906
## mC:x5:w 9.564e-01 6.840e+00 0.140 0.88884
## mD:x5:w 1.627e+01 7.294e+00 2.231 0.02590 *
## mE:x5:w 4.715e+00 6.853e+00 0.688 0.49162
## mA:x5:z NA NA NA NA
## mB:x5:z NA NA NA NA
## mC:x5:z NA NA NA NA
## mD:x5:z NA NA NA NA
## mE:x5:z NA NA NA NA
## mA:x5:t -3.878e+00 2.299e+00 -1.687 0.09202 .
## mB:x5:t 3.632e-01 1.802e+00 0.201 0.84036
## mC:x5:t 1.042e+00 1.803e+00 0.578 0.56356
## mD:x5:t 3.513e+00 1.879e+00 1.869 0.06191 .
## mE:x5:t 2.269e+00 2.318e+00 0.979 0.32796
## mA:x5:v2 2.836e+01 1.493e+01 1.899 0.05787 .
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## mE:x5:v2 -1.019e+01 1.851e+01 -0.550 0.58226
## mA:x5:v3 9.725e-01 1.359e+00 0.716 0.47429
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## mC:x5:v3 -8.563e-01 1.115e+00 -0.768 0.44274
## mD:x5:v3 1.149e+00 1.126e+00 1.020 0.30777
## mE:x5:v3 1.254e+00 1.293e+00 0.970 0.33216
## mA:x5:v4 3.782e+00 1.850e+01 0.204 0.83809
## mB:x5:v4 1.778e+01 1.285e+01 1.383 0.16697
## mC:x5:v4 4.257e+01 1.495e+01 2.847 0.00451 **
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## mE:x5:v4 1.814e+01 1.928e+01 0.941 0.34714
## mA:x5:v5 3.895e-01 1.072e+00 0.363 0.71652
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## mD:x5:v5 1.515e-01 8.957e-01 0.169 0.86570
## mE:x5:v5 2.669e+00 1.132e+00 2.357 0.01861 *
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## mC:w:z 1.133e+00 1.368e+00 0.828 0.40766
## mD:w:z 2.620e+00 1.444e+00 1.815 0.06987 .
## mE:w:z -1.037e+00 1.714e+00 -0.605 0.54531
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## mB:w:v2 8.621e-02 3.533e+00 0.024 0.98054
## mC:w:v2 -6.557e+00 3.516e+00 -1.865 0.06252 .
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## mA:w:v3 1.655e-01 3.744e-01 0.442 0.65860
## mB:w:v3 -1.848e-01 3.790e-01 -0.488 0.62598
## mC:w:v3 -2.311e-01 3.615e-01 -0.639 0.52283
## mD:w:v3 2.469e-01 3.290e-01 0.750 0.45332
## mE:w:v3 3.982e-01 3.794e-01 1.050 0.29421
## mA:w:v4 1.673e+00 5.297e+00 0.316 0.75223
## mB:w:v4 9.912e+00 3.963e+00 2.501 0.01255 *
## mC:w:v4 1.432e+01 4.331e+00 3.307 0.00098 ***
## mD:w:v4 -2.640e+00 4.236e+00 -0.623 0.53326
## mE:w:v4 3.702e+00 5.390e+00 0.687 0.49241
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## mE:w:v5 7.411e-01 3.600e-01 2.058 0.03983 *
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## mB:z:t -2.281e-02 1.085e-01 -0.210 0.83351
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## mD:z:t 2.423e-01 1.092e-01 2.219 0.02672 *
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## mB:z:v2 3.293e-01 6.830e-01 0.482 0.62978
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## mE:z:v3 2.273e-02 6.284e-02 0.362 0.71764
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## mB:z:v5 6.197e-02 4.316e-02 1.436 0.15141
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## mD:t:v2 3.132e-01 1.712e-01 1.830 0.06758 .
## mE:t:v2 -5.680e-02 1.849e-01 -0.307 0.75875
## mA:t:v3 9.487e-03 2.996e-02 0.317 0.75161
## mB:t:v3 4.460e-03 2.464e-02 0.181 0.85639
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## mE:t:v3 2.563e-02 2.217e-02 1.156 0.24795
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## mE:t:v4 7.151e-02 3.025e-01 0.236 0.81319
## mA:t:v5 3.362e-02 2.078e-02 1.618 0.10603
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## mA:v2:v3 1.584e-01 2.042e-01 0.775 0.43825
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## mE:v2:v4 7.876e-01 2.467e+00 0.319 0.74955
## mA:v2:v5 -2.750e-01 1.515e-01 -1.815 0.06987 .
## mB:v2:v5 2.319e-01 1.312e-01 1.767 0.07748 .
## mC:v2:v5 1.373e-01 1.247e-01 1.101 0.27115
## mD:v2:v5 8.366e-02 1.241e-01 0.674 0.50032
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## mC:v4:v5 5.424e-02 1.364e-01 0.398 0.69090
## mD:v4:v5 6.220e-02 1.264e-01 0.492 0.62281
## mE:v4:v5 1.231e-01 1.449e-01 0.850 0.39581
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.261 on 927 degrees of freedom
## Multiple R-squared: 0.7798, Adjusted R-squared: 0.7028
## F-statistic: 10.13 on 324 and 927 DF, p-value: < 2.2e-16
X_bayes_mod1<- model.matrix( y ~ splines::ns(z , 3) * (x5 + w + t ) - 1, data = df)
dim(X_bayes_mod1)
## [1] 1252 15
X_bayes_mod2 <- model.matrix(y ~ m:((x1 + x3 + x4 + x5 + w + z + t + v2 + v3 + v4 + v5)^2) - 1, data = df)
dim(X_bayes_mod2)
## [1] 1252 330
corrplot::corrplot(X_bayes_mod1 %>% cor(), type = 'upper', method = 'square')
corrplot::corrplot(X_bayes_mod2 %>% cor(), type = 'upper', method = 'square')
library(caret)
## Loading required package: lattice
##
## Attaching package: 'caret'
## The following object is masked from 'package:purrr':
##
## lift
my_ctrl <- trainControl(method = "repeatedcv", number = 5, repeats = 5)
my_metric <- "RMSE"
enet_grid <- expand.grid(alpha = seq(0.1, 1.0, by = 0.1), lambda = seq( 0.0001 , 0.1, length.out = 50))
#1.635736
set.seed(1234)
my_ctrl_bayes_mod1 <- train(y ~ splines::ns(z , 3) * (t + w + x5),
data = df,
method = "glmnet",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl,
tuneGrid = enet_grid)
my_ctrl_bayes_mod1
## glmnet
##
## 1252 samples
## 4 predictor
##
## Pre-processing: centered (15), scaled (15)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## alpha lambda RMSE Rsquared MAE
## 0.1 0.000100000 1.635860 0.5029763 1.266464
## 0.1 0.002138776 1.635833 0.5029647 1.266480
## 0.1 0.004177551 1.635736 0.5029133 1.266480
## 0.1 0.006216327 1.635791 0.5027895 1.266639
## 0.1 0.008255102 1.635970 0.5026096 1.266955
## 0.1 0.010293878 1.636255 0.5023826 1.267389
## 0.1 0.012332653 1.636633 0.5021123 1.267897
## 0.1 0.014371429 1.637060 0.5018179 1.268448
## 0.1 0.016410204 1.637563 0.5014860 1.269034
## 0.1 0.018448980 1.638129 0.5011237 1.269641
## 0.1 0.020487755 1.638698 0.5007643 1.270253
## 0.1 0.022526531 1.639253 0.5004179 1.270861
## 0.1 0.024565306 1.639801 0.5000813 1.271481
## 0.1 0.026604082 1.640367 0.4997383 1.272138
## 0.1 0.028642857 1.640939 0.4993945 1.272795
## 0.1 0.030681633 1.641527 0.4990431 1.273449
## 0.1 0.032720408 1.642127 0.4986867 1.274109
## 0.1 0.034759184 1.642737 0.4983265 1.274774
## 0.1 0.036797959 1.643360 0.4979593 1.275431
## 0.1 0.038836735 1.643997 0.4975850 1.276090
## 0.1 0.040875510 1.644650 0.4972018 1.276761
## 0.1 0.042914286 1.645319 0.4968108 1.277427
## 0.1 0.044953061 1.645999 0.4964143 1.278080
## 0.1 0.046991837 1.646695 0.4960094 1.278742
## 0.1 0.049030612 1.647401 0.4956002 1.279414
## 0.1 0.051069388 1.648118 0.4951839 1.280093
## 0.1 0.053108163 1.648846 0.4947618 1.280768
## 0.1 0.055146939 1.649577 0.4943381 1.281433
## 0.1 0.057185714 1.650319 0.4939084 1.282097
## 0.1 0.059224490 1.651054 0.4934838 1.282757
## 0.1 0.061263265 1.651803 0.4930507 1.283433
## 0.1 0.063302041 1.652564 0.4926102 1.284132
## 0.1 0.065340816 1.653320 0.4921731 1.284823
## 0.1 0.067379592 1.654081 0.4917322 1.285511
## 0.1 0.069418367 1.654847 0.4912866 1.286198
## 0.1 0.071457143 1.655612 0.4908426 1.286877
## 0.1 0.073495918 1.656381 0.4903949 1.287558
## 0.1 0.075534694 1.657149 0.4899465 1.288228
## 0.1 0.077573469 1.657910 0.4895027 1.288886
## 0.1 0.079612245 1.658671 0.4890586 1.289556
## 0.1 0.081651020 1.659435 0.4886117 1.290240
## 0.1 0.083689796 1.660191 0.4881683 1.290930
## 0.1 0.085728571 1.660933 0.4877341 1.291609
## 0.1 0.087767347 1.661678 0.4872979 1.292295
## 0.1 0.089806122 1.662423 0.4868602 1.292978
## 0.1 0.091844898 1.663160 0.4864266 1.293646
## 0.1 0.093883673 1.663882 0.4860019 1.294307
## 0.1 0.095922449 1.664604 0.4855766 1.294968
## 0.1 0.097961224 1.665327 0.4851507 1.295633
## 0.1 0.100000000 1.666045 0.4847266 1.296300
## 0.2 0.000100000 1.636090 0.5028880 1.266623
## 0.2 0.002138776 1.635920 0.5029145 1.266474
## 0.2 0.004177551 1.635868 0.5028265 1.266467
## 0.2 0.006216327 1.635983 0.5026633 1.266674
## 0.2 0.008255102 1.636235 0.5024404 1.267062
## 0.2 0.010293878 1.636622 0.5021550 1.267572
## 0.2 0.012332653 1.637154 0.5017891 1.268222
## 0.2 0.014371429 1.637750 0.5013917 1.268899
## 0.2 0.016410204 1.638342 0.5010042 1.269567
## 0.2 0.018448980 1.638888 0.5006546 1.270213
## 0.2 0.020487755 1.639470 0.5002909 1.270929
## 0.2 0.022526531 1.640080 0.4999156 1.271658
## 0.2 0.024565306 1.640729 0.4995214 1.272425
## 0.2 0.026604082 1.641415 0.4991064 1.273206
## 0.2 0.028642857 1.642133 0.4986757 1.274033
## 0.2 0.030681633 1.642893 0.4982229 1.274879
## 0.2 0.032720408 1.643696 0.4977479 1.275729
## 0.2 0.034759184 1.644538 0.4972503 1.276588
## 0.2 0.036797959 1.645421 0.4967319 1.277462
## 0.2 0.038836735 1.646329 0.4962001 1.278336
## 0.2 0.040875510 1.647264 0.4956530 1.279208
## 0.2 0.042914286 1.648232 0.4950876 1.280103
## 0.2 0.044953061 1.649219 0.4945114 1.281012
## 0.2 0.046991837 1.650233 0.4939188 1.281922
## 0.2 0.049030612 1.651282 0.4933037 1.282847
## 0.2 0.051069388 1.652342 0.4926800 1.283777
## 0.2 0.053108163 1.653407 0.4920543 1.284727
## 0.2 0.055146939 1.654479 0.4914235 1.285683
## 0.2 0.057185714 1.655547 0.4907958 1.286628
## 0.2 0.059224490 1.656618 0.4901661 1.287566
## 0.2 0.061263265 1.657684 0.4895371 1.288495
## 0.2 0.063302041 1.658743 0.4889121 1.289416
## 0.2 0.065340816 1.659809 0.4882812 1.290342
## 0.2 0.067379592 1.660871 0.4876522 1.291261
## 0.2 0.069418367 1.661934 0.4870215 1.292205
## 0.2 0.071457143 1.663007 0.4863825 1.293162
## 0.2 0.073495918 1.664076 0.4857428 1.294129
## 0.2 0.075534694 1.665129 0.4851137 1.295081
## 0.2 0.077573469 1.666193 0.4844768 1.296050
## 0.2 0.079612245 1.667256 0.4838381 1.297021
## 0.2 0.081651020 1.668299 0.4832115 1.297979
## 0.2 0.083689796 1.669344 0.4825840 1.298942
## 0.2 0.085728571 1.670396 0.4819504 1.299910
## 0.2 0.087767347 1.671440 0.4813197 1.300869
## 0.2 0.089806122 1.672467 0.4807002 1.301816
## 0.2 0.091844898 1.673495 0.4800788 1.302760
## 0.2 0.093883673 1.674528 0.4794536 1.303706
## 0.2 0.095922449 1.675556 0.4788297 1.304645
## 0.2 0.097961224 1.676566 0.4782164 1.305568
## 0.2 0.100000000 1.677571 0.4776067 1.306481
## 0.3 0.000100000 1.636157 0.5028329 1.266574
## 0.3 0.002138776 1.635927 0.5028956 1.266435
## 0.3 0.004177551 1.635926 0.5027754 1.266455
## 0.3 0.006216327 1.636104 0.5025722 1.266705
## 0.3 0.008255102 1.636454 0.5022929 1.267165
## 0.3 0.010293878 1.637016 0.5018984 1.267822
## 0.3 0.012332653 1.637638 0.5014745 1.268559
## 0.3 0.014371429 1.638217 0.5010897 1.269285
## 0.3 0.016410204 1.638824 0.5006962 1.270007
## 0.3 0.018448980 1.639472 0.5002852 1.270833
## 0.3 0.020487755 1.640163 0.4998553 1.271693
## 0.3 0.022526531 1.640928 0.4993896 1.272626
## 0.3 0.024565306 1.641779 0.4988772 1.273613
## 0.3 0.026604082 1.642715 0.4983170 1.274657
## 0.3 0.028642857 1.643724 0.4977145 1.275734
## 0.3 0.030681633 1.644807 0.4970706 1.276817
## 0.3 0.032720408 1.645964 0.4963855 1.277925
## 0.3 0.034759184 1.647184 0.4956671 1.279051
## 0.3 0.036797959 1.648450 0.4949215 1.280190
## 0.3 0.038836735 1.649742 0.4941586 1.281353
## 0.3 0.040875510 1.651054 0.4933831 1.282521
## 0.3 0.042914286 1.652397 0.4925904 1.283700
## 0.3 0.044953061 1.653771 0.4917767 1.284901
## 0.3 0.046991837 1.655162 0.4909520 1.286132
## 0.3 0.049030612 1.656559 0.4901216 1.287352
## 0.3 0.051069388 1.657957 0.4892897 1.288568
## 0.3 0.053108163 1.659377 0.4884412 1.289800
## 0.3 0.055146939 1.660791 0.4875949 1.291024
## 0.3 0.057185714 1.662222 0.4867358 1.292254
## 0.3 0.059224490 1.663658 0.4858704 1.293503
## 0.3 0.061263265 1.665091 0.4850066 1.294769
## 0.3 0.063302041 1.666540 0.4841304 1.296063
## 0.3 0.065340816 1.667977 0.4832588 1.297356
## 0.3 0.067379592 1.669415 0.4823861 1.298652
## 0.3 0.069418367 1.670868 0.4815011 1.299967
## 0.3 0.071457143 1.672303 0.4806261 1.301272
## 0.3 0.073495918 1.673706 0.4797710 1.302551
## 0.3 0.075534694 1.675124 0.4789047 1.303840
## 0.3 0.077573469 1.676537 0.4780382 1.305132
## 0.3 0.079612245 1.677910 0.4771968 1.306383
## 0.3 0.081651020 1.679293 0.4763475 1.307630
## 0.3 0.083689796 1.680679 0.4754931 1.308876
## 0.3 0.085728571 1.682046 0.4746494 1.310113
## 0.3 0.087767347 1.683396 0.4738157 1.311337
## 0.3 0.089806122 1.684760 0.4729716 1.312561
## 0.3 0.091844898 1.686101 0.4721395 1.313761
## 0.3 0.093883673 1.687428 0.4713146 1.314952
## 0.3 0.095922449 1.688720 0.4705115 1.316102
## 0.3 0.097961224 1.689995 0.4697168 1.317248
## 0.3 0.100000000 1.691249 0.4689343 1.318382
## 0.4 0.000100000 1.636259 0.5027903 1.266611
## 0.4 0.002138776 1.635958 0.5028646 1.266405
## 0.4 0.004177551 1.636015 0.5027105 1.266456
## 0.4 0.006216327 1.636246 0.5024777 1.266735
## 0.4 0.008255102 1.636772 0.5020919 1.267344
## 0.4 0.010293878 1.637378 0.5016662 1.268086
## 0.4 0.012332653 1.637983 0.5012549 1.268866
## 0.4 0.014371429 1.638634 0.5008266 1.269675
## 0.4 0.016410204 1.639340 0.5003723 1.270589
## 0.4 0.018448980 1.640132 0.4998746 1.271605
## 0.4 0.020487755 1.641068 0.4993038 1.272740
## 0.4 0.022526531 1.642140 0.4986571 1.273977
## 0.4 0.024565306 1.643350 0.4979298 1.275284
## 0.4 0.026604082 1.644687 0.4971295 1.276625
## 0.4 0.028642857 1.646137 0.4962658 1.278013
## 0.4 0.030681633 1.647637 0.4953749 1.279387
## 0.4 0.032720408 1.649196 0.4944486 1.280785
## 0.4 0.034759184 1.650820 0.4934849 1.282228
## 0.4 0.036797959 1.652509 0.4924787 1.283693
## 0.4 0.038836735 1.654210 0.4914649 1.285161
## 0.4 0.040875510 1.655945 0.4904280 1.286671
## 0.4 0.042914286 1.657722 0.4893627 1.288221
## 0.4 0.044953061 1.659523 0.4882783 1.289784
## 0.4 0.046991837 1.661352 0.4871740 1.291354
## 0.4 0.049030612 1.663201 0.4860523 1.292934
## 0.4 0.051069388 1.665072 0.4849141 1.294530
## 0.4 0.053108163 1.666963 0.4837594 1.296177
## 0.4 0.055146939 1.668808 0.4826334 1.297812
## 0.4 0.057185714 1.670677 0.4814894 1.299470
## 0.4 0.059224490 1.672521 0.4803581 1.301102
## 0.4 0.061263265 1.674356 0.4792313 1.302754
## 0.4 0.063302041 1.676204 0.4780913 1.304421
## 0.4 0.065340816 1.678022 0.4769687 1.306054
## 0.4 0.067379592 1.679846 0.4758403 1.307682
## 0.4 0.069418367 1.681627 0.4747349 1.309266
## 0.4 0.071457143 1.683379 0.4736453 1.310826
## 0.4 0.073495918 1.685102 0.4725704 1.312365
## 0.4 0.075534694 1.686768 0.4715281 1.313865
## 0.4 0.077573469 1.688264 0.4705954 1.315246
## 0.4 0.079612245 1.689616 0.4697580 1.316510
## 0.4 0.081651020 1.690972 0.4689175 1.317753
## 0.4 0.083689796 1.692270 0.4681143 1.318939
## 0.4 0.085728571 1.693393 0.4674264 1.319941
## 0.4 0.087767347 1.694437 0.4667912 1.320857
## 0.4 0.089806122 1.695484 0.4661550 1.321773
## 0.4 0.091844898 1.696523 0.4655220 1.322669
## 0.4 0.093883673 1.697515 0.4649186 1.323512
## 0.4 0.095922449 1.698463 0.4643452 1.324313
## 0.4 0.097961224 1.699401 0.4637764 1.325119
## 0.4 0.100000000 1.700338 0.4632070 1.325922
## 0.5 0.000100000 1.636171 0.5028533 1.266549
## 0.5 0.002138776 1.636063 0.5028014 1.266438
## 0.5 0.004177551 1.636170 0.5026100 1.266531
## 0.5 0.006216327 1.636494 0.5023213 1.266884
## 0.5 0.008255102 1.637118 0.5018699 1.267609
## 0.5 0.010293878 1.637720 0.5014482 1.268410
## 0.5 0.012332653 1.638387 0.5009987 1.269271
## 0.5 0.014371429 1.639134 0.5005110 1.270224
## 0.5 0.016410204 1.640017 0.4999522 1.271380
## 0.5 0.018448980 1.641098 0.4992887 1.272705
## 0.5 0.020487755 1.642375 0.4985110 1.274178
## 0.5 0.022526531 1.643876 0.4976070 1.275754
## 0.5 0.024565306 1.645525 0.4966204 1.277367
## 0.5 0.026604082 1.647312 0.4955525 1.279024
## 0.5 0.028642857 1.649206 0.4944194 1.280719
## 0.5 0.030681633 1.651170 0.4932471 1.282450
## 0.5 0.032720408 1.653220 0.4920176 1.284212
## 0.5 0.034759184 1.655337 0.4907457 1.286024
## 0.5 0.036797959 1.657519 0.4894299 1.287898
## 0.5 0.038836735 1.659769 0.4880663 1.289821
## 0.5 0.040875510 1.662067 0.4866689 1.291778
## 0.5 0.042914286 1.664403 0.4852409 1.293743
## 0.5 0.044953061 1.666731 0.4838154 1.295714
## 0.5 0.046991837 1.669079 0.4823715 1.297734
## 0.5 0.049030612 1.671398 0.4809437 1.299770
## 0.5 0.051069388 1.673736 0.4794985 1.301819
## 0.5 0.053108163 1.676051 0.4780638 1.303855
## 0.5 0.055146939 1.678318 0.4766536 1.305845
## 0.5 0.057185714 1.680528 0.4752748 1.307793
## 0.5 0.059224490 1.682695 0.4739171 1.309695
## 0.5 0.061263265 1.684670 0.4726793 1.311454
## 0.5 0.063302041 1.686313 0.4716613 1.312981
## 0.5 0.065340816 1.687914 0.4706705 1.314460
## 0.5 0.067379592 1.689434 0.4697324 1.315858
## 0.5 0.069418367 1.690682 0.4689730 1.316961
## 0.5 0.071457143 1.691898 0.4682338 1.318024
## 0.5 0.073495918 1.693121 0.4674871 1.319079
## 0.5 0.075534694 1.694288 0.4667748 1.320067
## 0.5 0.077573469 1.695416 0.4660897 1.321014
## 0.5 0.079612245 1.696551 0.4653986 1.321981
## 0.5 0.081651020 1.697678 0.4647108 1.322937
## 0.5 0.083689796 1.698766 0.4640476 1.323877
## 0.5 0.085728571 1.699864 0.4633761 1.324838
## 0.5 0.087767347 1.700954 0.4627085 1.325795
## 0.5 0.089806122 1.701990 0.4620783 1.326720
## 0.5 0.091844898 1.703009 0.4614603 1.327628
## 0.5 0.093883673 1.704040 0.4608350 1.328536
## 0.5 0.095922449 1.705088 0.4601981 1.329447
## 0.5 0.097961224 1.706093 0.4595878 1.330340
## 0.5 0.100000000 1.706987 0.4590544 1.331146
## 0.6 0.000100000 1.636334 0.5027382 1.266674
## 0.6 0.002138776 1.636086 0.5027803 1.266445
## 0.6 0.004177551 1.636229 0.5025626 1.266582
## 0.6 0.006216327 1.636695 0.5021876 1.267047
## 0.6 0.008255102 1.637349 0.5017159 1.267842
## 0.6 0.010293878 1.638004 0.5012622 1.268719
## 0.6 0.012332653 1.638768 0.5007524 1.269706
## 0.6 0.014371429 1.639705 0.5001523 1.270926
## 0.6 0.016410204 1.640892 0.4994186 1.272408
## 0.6 0.018448980 1.642357 0.4985226 1.274084
## 0.6 0.020487755 1.644084 0.4974796 1.275917
## 0.6 0.022526531 1.646046 0.4963006 1.277807
## 0.6 0.024565306 1.648191 0.4950121 1.279763
## 0.6 0.026604082 1.650465 0.4936455 1.281782
## 0.6 0.028642857 1.652890 0.4921874 1.283880
## 0.6 0.030681633 1.655446 0.4906443 1.286034
## 0.6 0.032720408 1.658114 0.4890246 1.288303
## 0.6 0.034759184 1.660889 0.4873318 1.290643
## 0.6 0.036797959 1.663702 0.4856084 1.292995
## 0.6 0.038836735 1.666575 0.4838400 1.295358
## 0.6 0.040875510 1.669414 0.4820880 1.297757
## 0.6 0.042914286 1.672221 0.4803468 1.300176
## 0.6 0.044953061 1.675028 0.4785982 1.302609
## 0.6 0.046991837 1.677751 0.4768947 1.304981
## 0.6 0.049030612 1.680351 0.4752641 1.307244
## 0.6 0.051069388 1.682744 0.4737640 1.309299
## 0.6 0.053108163 1.684625 0.4726009 1.310978
## 0.6 0.055146939 1.686459 0.4714666 1.312641
## 0.6 0.057185714 1.688028 0.4705051 1.314045
## 0.6 0.059224490 1.689385 0.4696833 1.315222
## 0.6 0.061263265 1.690763 0.4688449 1.316413
## 0.6 0.063302041 1.692073 0.4680485 1.317548
## 0.6 0.065340816 1.693364 0.4672635 1.318660
## 0.6 0.067379592 1.694665 0.4664685 1.319766
## 0.6 0.069418367 1.695937 0.4656908 1.320843
## 0.6 0.071457143 1.697215 0.4649086 1.321944
## 0.6 0.073495918 1.698493 0.4641265 1.323067
## 0.6 0.075534694 1.699737 0.4633650 1.324161
## 0.6 0.077573469 1.700988 0.4625985 1.325269
## 0.6 0.079612245 1.702264 0.4618134 1.326394
## 0.6 0.081651020 1.703525 0.4610378 1.327511
## 0.6 0.083689796 1.704709 0.4603149 1.328563
## 0.6 0.085728571 1.705891 0.4595938 1.329591
## 0.6 0.087767347 1.707086 0.4588613 1.330616
## 0.6 0.089806122 1.708229 0.4581600 1.331614
## 0.6 0.091844898 1.709217 0.4575633 1.332475
## 0.6 0.093883673 1.710195 0.4569726 1.333309
## 0.6 0.095922449 1.711169 0.4563828 1.334127
## 0.6 0.097961224 1.712066 0.4558486 1.334864
## 0.6 0.100000000 1.712855 0.4553900 1.335509
## 0.7 0.000100000 1.636166 0.5028548 1.266539
## 0.7 0.002138776 1.636067 0.5027818 1.266429
## 0.7 0.004177551 1.636295 0.5025125 1.266600
## 0.7 0.006216327 1.636900 0.5020521 1.267184
## 0.7 0.008255102 1.637558 0.5015782 1.268034
## 0.7 0.010293878 1.638282 0.5010809 1.269013
## 0.7 0.012332653 1.639228 0.5004624 1.270237
## 0.7 0.014371429 1.640477 0.4996822 1.271807
## 0.7 0.016410204 1.642075 0.4986996 1.273674
## 0.7 0.018448980 1.643997 0.4975353 1.275744
## 0.7 0.020487755 1.646269 0.4961636 1.277929
## 0.7 0.022526531 1.648740 0.4946715 1.280184
## 0.7 0.024565306 1.651444 0.4930412 1.282577
## 0.7 0.026604082 1.654386 0.4912596 1.285059
## 0.7 0.028642857 1.657527 0.4893480 1.287676
## 0.7 0.030681633 1.660844 0.4873178 1.290437
## 0.7 0.032720408 1.664196 0.4852553 1.293211
## 0.7 0.034759184 1.667529 0.4831942 1.295932
## 0.7 0.036797959 1.670799 0.4811560 1.298680
## 0.7 0.038836735 1.674127 0.4790724 1.301502
## 0.7 0.040875510 1.677280 0.4770933 1.304227
## 0.7 0.042914286 1.680231 0.4752381 1.306791
## 0.7 0.044953061 1.682516 0.4738138 1.308766
## 0.7 0.046991837 1.684522 0.4725755 1.310505
## 0.7 0.049030612 1.686291 0.4714899 1.312056
## 0.7 0.051069388 1.687793 0.4705812 1.313333
## 0.7 0.053108163 1.689323 0.4696501 1.314630
## 0.7 0.055146939 1.690769 0.4687712 1.315882
## 0.7 0.057185714 1.692232 0.4678791 1.317138
## 0.7 0.059224490 1.693674 0.4669978 1.318376
## 0.7 0.061263265 1.695130 0.4661060 1.319634
## 0.7 0.063302041 1.696596 0.4652071 1.320895
## 0.7 0.065340816 1.698023 0.4643346 1.322135
## 0.7 0.067379592 1.699463 0.4634512 1.323413
## 0.7 0.069418367 1.700928 0.4625485 1.324713
## 0.7 0.071457143 1.702358 0.4616668 1.325970
## 0.7 0.073495918 1.703800 0.4607760 1.327220
## 0.7 0.075534694 1.705281 0.4598551 1.328502
## 0.7 0.077573469 1.706695 0.4589782 1.329745
## 0.7 0.079612245 1.708025 0.4581579 1.330897
## 0.7 0.081651020 1.709339 0.4573487 1.332012
## 0.7 0.083689796 1.710581 0.4565837 1.333044
## 0.7 0.085728571 1.711654 0.4559305 1.333934
## 0.7 0.087767347 1.712661 0.4553215 1.334760
## 0.7 0.089806122 1.713660 0.4547168 1.335565
## 0.7 0.091844898 1.714568 0.4541770 1.336267
## 0.7 0.093883673 1.715370 0.4537143 1.336882
## 0.7 0.095922449 1.716139 0.4532742 1.337474
## 0.7 0.097961224 1.716904 0.4528395 1.338050
## 0.7 0.100000000 1.717662 0.4524117 1.338618
## 0.8 0.000100000 1.636163 0.5028602 1.266543
## 0.8 0.002138776 1.636090 0.5027620 1.266396
## 0.8 0.004177551 1.636362 0.5024639 1.266593
## 0.8 0.006216327 1.637086 0.5019299 1.267322
## 0.8 0.008255102 1.637768 0.5014428 1.268240
## 0.8 0.010293878 1.638629 0.5008625 1.269387
## 0.8 0.012332653 1.639842 0.5000898 1.270929
## 0.8 0.014371429 1.641484 0.4990711 1.272905
## 0.8 0.016410204 1.643534 0.4978227 1.275174
## 0.8 0.018448980 1.646066 0.4962906 1.277650
## 0.8 0.020487755 1.648893 0.4945796 1.280234
## 0.8 0.022526531 1.652033 0.4926754 1.283008
## 0.8 0.024565306 1.655505 0.4905610 1.285894
## 0.8 0.026604082 1.659319 0.4882251 1.289033
## 0.8 0.028642857 1.663172 0.4858481 1.292198
## 0.8 0.030681633 1.666962 0.4834927 1.295286
## 0.8 0.032720408 1.670778 0.4811033 1.298408
## 0.8 0.034759184 1.674619 0.4786875 1.301593
## 0.8 0.036797959 1.677998 0.4765647 1.304537
## 0.8 0.038836735 1.680865 0.4747657 1.307018
## 0.8 0.040875510 1.682981 0.4734626 1.308819
## 0.8 0.042914286 1.684912 0.4722776 1.310457
## 0.8 0.044953061 1.686551 0.4712858 1.311833
## 0.8 0.046991837 1.688200 0.4702831 1.313219
## 0.8 0.049030612 1.689782 0.4693212 1.314587
## 0.8 0.051069388 1.691378 0.4683466 1.315976
## 0.8 0.053108163 1.692959 0.4673788 1.317370
## 0.8 0.055146939 1.694573 0.4663893 1.318779
## 0.8 0.057185714 1.696155 0.4654215 1.320146
## 0.8 0.059224490 1.697780 0.4644239 1.321565
## 0.8 0.061263265 1.699451 0.4633930 1.323032
## 0.8 0.063302041 1.701116 0.4623642 1.324496
## 0.8 0.065340816 1.702798 0.4613195 1.325969
## 0.8 0.067379592 1.704493 0.4602587 1.327451
## 0.8 0.069418367 1.706122 0.4592402 1.328851
## 0.8 0.071457143 1.707752 0.4582194 1.330242
## 0.8 0.073495918 1.709320 0.4572365 1.331559
## 0.8 0.075534694 1.710678 0.4563943 1.332693
## 0.8 0.077573469 1.711982 0.4555878 1.333765
## 0.8 0.079612245 1.713239 0.4548117 1.334764
## 0.8 0.081651020 1.714302 0.4541688 1.335600
## 0.8 0.083689796 1.715250 0.4536053 1.336344
## 0.8 0.085728571 1.716191 0.4530476 1.337065
## 0.8 0.087767347 1.717084 0.4525268 1.337742
## 0.8 0.089806122 1.717890 0.4520682 1.338360
## 0.8 0.091844898 1.718634 0.4516535 1.338927
## 0.8 0.093883673 1.719396 0.4512273 1.339502
## 0.8 0.095922449 1.720176 0.4507875 1.340091
## 0.8 0.097961224 1.720965 0.4503412 1.340689
## 0.8 0.100000000 1.721727 0.4499122 1.341258
## 0.9 0.000100000 1.636117 0.5028812 1.266498
## 0.9 0.002138776 1.636108 0.5027417 1.266375
## 0.9 0.004177551 1.636475 0.5023896 1.266629
## 0.9 0.006216327 1.637239 0.5018278 1.267452
## 0.9 0.008255102 1.638000 0.5012916 1.268474
## 0.9 0.010293878 1.639058 0.5005927 1.269885
## 0.9 0.012332653 1.640618 0.4996128 1.271811
## 0.9 0.014371429 1.642700 0.4983314 1.274190
## 0.9 0.016410204 1.645376 0.4967093 1.276916
## 0.9 0.018448980 1.648496 0.4948174 1.279799
## 0.9 0.020487755 1.652061 0.4926498 1.282950
## 0.9 0.022526531 1.656091 0.4901858 1.286279
## 0.9 0.024565306 1.660441 0.4875072 1.289813
## 0.9 0.026604082 1.664741 0.4848354 1.293314
## 0.9 0.028642857 1.669186 0.4820513 1.296872
## 0.9 0.030681633 1.673631 0.4792482 1.300465
## 0.9 0.032720408 1.677243 0.4769754 1.303591
## 0.9 0.034759184 1.680219 0.4751103 1.306151
## 0.9 0.036797959 1.682456 0.4737344 1.308007
## 0.9 0.038836735 1.684378 0.4725636 1.309589
## 0.9 0.040875510 1.686196 0.4714593 1.311095
## 0.9 0.042914286 1.687932 0.4704047 1.312580
## 0.9 0.044953061 1.689659 0.4693511 1.314081
## 0.9 0.046991837 1.691354 0.4683139 1.315582
## 0.9 0.049030612 1.693101 0.4672443 1.317125
## 0.9 0.051069388 1.694831 0.4661853 1.318641
## 0.9 0.053108163 1.696627 0.4650812 1.320205
## 0.9 0.055146939 1.698462 0.4639479 1.321826
## 0.9 0.057185714 1.700325 0.4627926 1.323493
## 0.9 0.059224490 1.702256 0.4615837 1.325212
## 0.9 0.061263265 1.704162 0.4603861 1.326876
## 0.9 0.063302041 1.706079 0.4591782 1.328527
## 0.9 0.065340816 1.707944 0.4579998 1.330110
## 0.9 0.067379592 1.709585 0.4569701 1.331482
## 0.9 0.069418367 1.711173 0.4559746 1.332782
## 0.9 0.071457143 1.712661 0.4550434 1.333972
## 0.9 0.073495918 1.713895 0.4542823 1.334935
## 0.9 0.075534694 1.715069 0.4535634 1.335837
## 0.9 0.077573469 1.716197 0.4528804 1.336681
## 0.9 0.079612245 1.717151 0.4523208 1.337397
## 0.9 0.081651020 1.717980 0.4518473 1.338028
## 0.9 0.083689796 1.718840 0.4513530 1.338673
## 0.9 0.085728571 1.719717 0.4508493 1.339336
## 0.9 0.087767347 1.720580 0.4503556 1.339980
## 0.9 0.089806122 1.721413 0.4498821 1.340593
## 0.9 0.091844898 1.722251 0.4494016 1.341214
## 0.9 0.093883673 1.723097 0.4489152 1.341836
## 0.9 0.095922449 1.723949 0.4484248 1.342451
## 0.9 0.097961224 1.724779 0.4479500 1.343037
## 0.9 0.100000000 1.725617 0.4474702 1.343621
## 1.0 0.000100000 1.636132 0.5028702 1.266501
## 1.0 0.002138776 1.636144 0.5027133 1.266361
## 1.0 0.004177551 1.636623 0.5022861 1.266698
## 1.0 0.006216327 1.637409 0.5017077 1.267595
## 1.0 0.008255102 1.638243 0.5011256 1.268759
## 1.0 0.010293878 1.639568 0.5002689 1.270490
## 1.0 0.012332653 1.641540 0.4990420 1.272827
## 1.0 0.014371429 1.644207 0.4974143 1.275710
## 1.0 0.016410204 1.647528 0.4953974 1.278858
## 1.0 0.018448980 1.651419 0.4930303 1.282327
## 1.0 0.020487755 1.655938 0.4902606 1.286070
## 1.0 0.022526531 1.660734 0.4872972 1.289927
## 1.0 0.024565306 1.665633 0.4842388 1.293849
## 1.0 0.026604082 1.670693 0.4810559 1.297868
## 1.0 0.028642857 1.675086 0.4782857 1.301484
## 1.0 0.030681633 1.678725 0.4759932 1.304611
## 1.0 0.032720408 1.681163 0.4744911 1.306644
## 1.0 0.034759184 1.683283 0.4731944 1.308363
## 1.0 0.036797959 1.685258 0.4719929 1.309958
## 1.0 0.038836735 1.687153 0.4708398 1.311575
## 1.0 0.040875510 1.689012 0.4697045 1.313203
## 1.0 0.042914286 1.690822 0.4685969 1.314799
## 1.0 0.044953061 1.692675 0.4674629 1.316430
## 1.0 0.046991837 1.694555 0.4663111 1.318081
## 1.0 0.049030612 1.696518 0.4651011 1.319820
## 1.0 0.051069388 1.698562 0.4638345 1.321662
## 1.0 0.053108163 1.700703 0.4624938 1.323578
## 1.0 0.055146939 1.702844 0.4611461 1.325464
## 1.0 0.057185714 1.704972 0.4598040 1.327326
## 1.0 0.059224490 1.707014 0.4585113 1.329078
## 1.0 0.061263265 1.708894 0.4573237 1.330642
## 1.0 0.063302041 1.710766 0.4561389 1.332162
## 1.0 0.065340816 1.712433 0.4550893 1.333494
## 1.0 0.067379592 1.713865 0.4541985 1.334596
## 1.0 0.069418367 1.715245 0.4533447 1.335630
## 1.0 0.071457143 1.716416 0.4526332 1.336489
## 1.0 0.073495918 1.717400 0.4520480 1.337208
## 1.0 0.075534694 1.718417 0.4514400 1.337945
## 1.0 0.077573469 1.719411 0.4508547 1.338672
## 1.0 0.079612245 1.720330 0.4503212 1.339341
## 1.0 0.081651020 1.721220 0.4498083 1.339988
## 1.0 0.083689796 1.722130 0.4492813 1.340658
## 1.0 0.085728571 1.723070 0.4487351 1.341331
## 1.0 0.087767347 1.723995 0.4481993 1.341993
## 1.0 0.089806122 1.724926 0.4476585 1.342647
## 1.0 0.091844898 1.725855 0.4471205 1.343288
## 1.0 0.093883673 1.726789 0.4465814 1.343924
## 1.0 0.095922449 1.727678 0.4460731 1.344513
## 1.0 0.097961224 1.728563 0.4455675 1.345096
## 1.0 0.100000000 1.729437 0.4450688 1.345683
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were alpha = 0.1 and lambda = 0.004177551.
plot(my_ctrl_bayes_mod1, xTrans = log)
library(rstanarm)
## Loading required package: Rcpp
## This is rstanarm version 2.21.3
## - See https://mc-stan.org/rstanarm/articles/priors for changes to default priors!
## - Default priors may change, so it's safest to specify priors, even if equivalent to the defaults.
## - For execution on a local, multicore CPU with excess RAM we recommend calling
## options(mc.cores = parallel::detectCores())
##
## Attaching package: 'rstanarm'
## The following objects are masked from 'package:caret':
##
## compare_models, R2
stan_bayes_mod2 <- stan_lm(y~ m:((x1 + x3 + x4 + x5 + w + z + t + v2 + v3 + v4 + v5)^2),
data = df,
prior = R2(location = 0.5),
seed = 432123)
stan_bayes_mod2
#1.445467
my_ctrl_bayes_mod2 <- train(y~ m:((x1 + x3 + x4 + x5 + w + z + t + v2 + v3 + v4 + v5)^2),
data = df,
method = "glmnet",
metric = my_metric,
preProcess = c("center", "scale"),
trControl = my_ctrl,
tuneGrid = enet_grid)
my_ctrl_bayes_mod2
## glmnet
##
## 1252 samples
## 12 predictor
##
## Pre-processing: centered (330), scaled (330)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1000, 1002, 1001, 1002, 1003, 1001, ...
## Resampling results across tuning parameters:
##
## alpha lambda RMSE Rsquared MAE
## 0.1 0.000100000 1.681235 0.5161679 1.279264
## 0.1 0.002138776 1.615678 0.5399536 1.234909
## 0.1 0.004177551 1.574699 0.5549168 1.207546
## 0.1 0.006216327 1.549643 0.5640088 1.190310
## 0.1 0.008255102 1.531251 0.5706977 1.177724
## 0.1 0.010293878 1.517707 0.5756167 1.168053
## 0.1 0.012332653 1.507460 0.5793375 1.160617
## 0.1 0.014371429 1.499617 0.5822034 1.154900
## 0.1 0.016410204 1.493420 0.5845054 1.150205
## 0.1 0.018448980 1.488590 0.5863149 1.146568
## 0.1 0.020487755 1.484884 0.5877215 1.143760
## 0.1 0.022526531 1.482158 0.5887698 1.141722
## 0.1 0.024565306 1.480304 0.5894935 1.140253
## 0.1 0.026604082 1.479111 0.5899748 1.139272
## 0.1 0.028642857 1.478432 0.5902712 1.138669
## 0.1 0.030681633 1.478238 0.5903870 1.138425
## 0.1 0.032720408 1.478510 0.5903222 1.138473
## 0.1 0.034759184 1.479205 0.5900828 1.138750
## 0.1 0.036797959 1.480252 0.5897055 1.139233
## 0.1 0.038836735 1.481527 0.5892493 1.139823
## 0.1 0.040875510 1.483004 0.5887197 1.140570
## 0.1 0.042914286 1.484667 0.5881197 1.141507
## 0.1 0.044953061 1.486576 0.5874064 1.142687
## 0.1 0.046991837 1.488638 0.5866338 1.143994
## 0.1 0.049030612 1.490776 0.5858411 1.145394
## 0.1 0.051069388 1.492996 0.5850222 1.146855
## 0.1 0.053108163 1.495338 0.5841529 1.148405
## 0.1 0.055146939 1.497757 0.5832531 1.150007
## 0.1 0.057185714 1.500245 0.5823318 1.151686
## 0.1 0.059224490 1.502794 0.5813818 1.153433
## 0.1 0.061263265 1.505388 0.5804161 1.155216
## 0.1 0.063302041 1.508057 0.5794159 1.157057
## 0.1 0.065340816 1.510756 0.5784030 1.158934
## 0.1 0.067379592 1.513469 0.5773903 1.160829
## 0.1 0.069418367 1.516227 0.5763571 1.162772
## 0.1 0.071457143 1.518992 0.5753199 1.164722
## 0.1 0.073495918 1.521794 0.5742661 1.166695
## 0.1 0.075534694 1.524638 0.5731927 1.168726
## 0.1 0.077573469 1.527467 0.5721242 1.170756
## 0.1 0.079612245 1.530316 0.5710435 1.172797
## 0.1 0.081651020 1.533189 0.5699515 1.174884
## 0.1 0.083689796 1.536091 0.5688404 1.177011
## 0.1 0.085728571 1.538942 0.5677572 1.179111
## 0.1 0.087767347 1.541800 0.5666708 1.181225
## 0.1 0.089806122 1.544683 0.5655676 1.183363
## 0.1 0.091844898 1.547582 0.5644500 1.185495
## 0.1 0.093883673 1.550470 0.5633315 1.187632
## 0.1 0.095922449 1.553366 0.5622042 1.189790
## 0.1 0.097961224 1.556272 0.5610695 1.191966
## 0.1 0.100000000 1.559200 0.5599191 1.194165
## 0.2 0.000100000 1.691813 0.5124583 1.285562
## 0.2 0.002138776 1.597271 0.5474296 1.222915
## 0.2 0.004177551 1.552796 0.5640839 1.192376
## 0.2 0.006216327 1.524565 0.5747654 1.173306
## 0.2 0.008255102 1.505102 0.5821502 1.159714
## 0.2 0.010293878 1.491054 0.5875674 1.149872
## 0.2 0.012332653 1.480458 0.5917139 1.142238
## 0.2 0.014371429 1.472714 0.5948123 1.136660
## 0.2 0.016410204 1.467245 0.5970367 1.132575
## 0.2 0.018448980 1.463708 0.5984990 1.129794
## 0.2 0.020487755 1.461706 0.5993558 1.128225
## 0.2 0.022526531 1.460823 0.5997811 1.127358
## 0.2 0.024565306 1.460917 0.5998202 1.127087
## 0.2 0.026604082 1.461628 0.5996477 1.127192
## 0.2 0.028642857 1.462849 0.5992898 1.127721
## 0.2 0.030681633 1.464594 0.5987187 1.128708
## 0.2 0.032720408 1.466631 0.5980512 1.129949
## 0.2 0.034759184 1.468803 0.5973685 1.131431
## 0.2 0.036797959 1.471223 0.5966016 1.133109
## 0.2 0.038836735 1.473834 0.5957795 1.134931
## 0.2 0.040875510 1.476639 0.5948857 1.136933
## 0.2 0.042914286 1.479610 0.5939296 1.139117
## 0.2 0.044953061 1.482724 0.5929240 1.141392
## 0.2 0.046991837 1.486000 0.5918505 1.143748
## 0.2 0.049030612 1.489398 0.5907292 1.146110
## 0.2 0.051069388 1.492891 0.5895737 1.148608
## 0.2 0.053108163 1.496476 0.5883740 1.151201
## 0.2 0.055146939 1.500189 0.5871113 1.153905
## 0.2 0.057185714 1.503912 0.5858468 1.156627
## 0.2 0.059224490 1.507699 0.5845584 1.159413
## 0.2 0.061263265 1.511548 0.5832389 1.162252
## 0.2 0.063302041 1.515410 0.5819073 1.165099
## 0.2 0.065340816 1.519332 0.5805457 1.168017
## 0.2 0.067379592 1.523315 0.5791461 1.171007
## 0.2 0.069418367 1.527323 0.5777243 1.174002
## 0.2 0.071457143 1.531415 0.5762518 1.177035
## 0.2 0.073495918 1.535561 0.5747400 1.180139
## 0.2 0.075534694 1.539665 0.5732450 1.183246
## 0.2 0.077573469 1.543788 0.5717359 1.186357
## 0.2 0.079612245 1.547952 0.5701938 1.189483
## 0.2 0.081651020 1.552063 0.5686688 1.192582
## 0.2 0.083689796 1.556190 0.5671254 1.195669
## 0.2 0.085728571 1.560350 0.5655553 1.198792
## 0.2 0.087767347 1.564499 0.5639833 1.201910
## 0.2 0.089806122 1.568587 0.5624414 1.204969
## 0.2 0.091844898 1.572681 0.5608866 1.208059
## 0.2 0.093883673 1.576810 0.5592984 1.211206
## 0.2 0.095922449 1.580975 0.5576760 1.214404
## 0.2 0.097961224 1.585114 0.5560582 1.217589
## 0.2 0.100000000 1.589251 0.5544296 1.220774
## 0.3 0.000100000 1.690118 0.5129701 1.284940
## 0.3 0.002138776 1.583151 0.5531922 1.213405
## 0.3 0.004177551 1.534498 0.5718497 1.180438
## 0.3 0.006216327 1.504827 0.5833284 1.159941
## 0.3 0.008255102 1.485250 0.5909839 1.146452
## 0.3 0.010293878 1.471414 0.5965033 1.136852
## 0.3 0.012332653 1.461854 0.6004244 1.130059
## 0.3 0.014371429 1.455935 0.6028655 1.125716
## 0.3 0.016410204 1.452742 0.6042215 1.123355
## 0.3 0.018448980 1.451597 0.6047420 1.122241
## 0.3 0.020487755 1.451778 0.6047513 1.121952
## 0.3 0.022526531 1.452804 0.6044594 1.122227
## 0.3 0.024565306 1.454296 0.6040559 1.123053
## 0.3 0.026604082 1.456351 0.6034672 1.124365
## 0.3 0.028642857 1.458693 0.6028219 1.126004
## 0.3 0.030681633 1.461362 0.6020828 1.127918
## 0.3 0.032720408 1.464546 0.6011108 1.130235
## 0.3 0.034759184 1.468067 0.6000070 1.132762
## 0.3 0.036797959 1.471818 0.5988266 1.135399
## 0.3 0.038836735 1.475668 0.5976306 1.138103
## 0.3 0.040875510 1.479747 0.5963385 1.140941
## 0.3 0.042914286 1.483932 0.5950200 1.143850
## 0.3 0.044953061 1.488248 0.5936604 1.146873
## 0.3 0.046991837 1.492685 0.5922434 1.150045
## 0.3 0.049030612 1.497309 0.5907336 1.153384
## 0.3 0.051069388 1.502049 0.5891544 1.156834
## 0.3 0.053108163 1.506930 0.5875029 1.160369
## 0.3 0.055146939 1.511836 0.5858225 1.163931
## 0.3 0.057185714 1.516831 0.5840851 1.167619
## 0.3 0.059224490 1.521797 0.5823695 1.171322
## 0.3 0.061263265 1.526790 0.5806439 1.175018
## 0.3 0.063302041 1.531872 0.5788623 1.178783
## 0.3 0.065340816 1.536954 0.5770728 1.182541
## 0.3 0.067379592 1.542070 0.5752549 1.186341
## 0.3 0.069418367 1.547242 0.5733925 1.190212
## 0.3 0.071457143 1.552389 0.5715281 1.194048
## 0.3 0.073495918 1.557449 0.5697131 1.197792
## 0.3 0.075534694 1.562553 0.5678648 1.201531
## 0.3 0.077573469 1.567757 0.5659365 1.205340
## 0.3 0.079612245 1.572977 0.5639784 1.209144
## 0.3 0.081651020 1.578245 0.5619712 1.213001
## 0.3 0.083689796 1.583564 0.5599100 1.216927
## 0.3 0.085728571 1.588875 0.5578341 1.220861
## 0.3 0.087767347 1.594109 0.5557852 1.224751
## 0.3 0.089806122 1.599402 0.5536727 1.228702
## 0.3 0.091844898 1.604751 0.5515000 1.232701
## 0.3 0.093883673 1.610083 0.5493106 1.236689
## 0.3 0.095922449 1.615397 0.5471089 1.240677
## 0.3 0.097961224 1.620753 0.5448492 1.244696
## 0.3 0.100000000 1.626138 0.5425381 1.248741
## 0.4 0.000100000 1.684180 0.5152919 1.281847
## 0.4 0.002138776 1.570924 0.5581080 1.205018
## 0.4 0.004177551 1.518518 0.5786188 1.169664
## 0.4 0.006216327 1.488526 0.5904152 1.149181
## 0.4 0.008255102 1.469613 0.5979863 1.136254
## 0.4 0.010293878 1.456878 0.6032182 1.127398
## 0.4 0.012332653 1.449533 0.6062808 1.122274
## 0.4 0.014371429 1.446208 0.6076799 1.119864
## 0.4 0.016410204 1.445467 0.6080326 1.119036
## 0.4 0.018448980 1.445727 0.6080817 1.118750
## 0.4 0.020487755 1.446757 0.6079330 1.119187
## 0.4 0.022526531 1.448666 0.6074683 1.120387
## 0.4 0.024565306 1.451280 0.6067508 1.122164
## 0.4 0.026604082 1.454547 0.6057767 1.124407
## 0.4 0.028642857 1.458058 0.6047626 1.126884
## 0.4 0.030681633 1.461719 0.6037549 1.129388
## 0.4 0.032720408 1.465772 0.6025835 1.132101
## 0.4 0.034759184 1.470183 0.6012759 1.135025
## 0.4 0.036797959 1.474886 0.5998555 1.138216
## 0.4 0.038836735 1.479791 0.5983409 1.141682
## 0.4 0.040875510 1.484883 0.5967347 1.145393
## 0.4 0.042914286 1.490219 0.5950016 1.149222
## 0.4 0.044953061 1.495717 0.5931952 1.153146
## 0.4 0.046991837 1.501326 0.5913344 1.157118
## 0.4 0.049030612 1.507033 0.5894224 1.161167
## 0.4 0.051069388 1.512795 0.5874931 1.165291
## 0.4 0.053108163 1.518666 0.5854978 1.169538
## 0.4 0.055146939 1.524449 0.5835523 1.173743
## 0.4 0.057185714 1.530236 0.5816160 1.177961
## 0.4 0.059224490 1.536096 0.5796367 1.182174
## 0.4 0.061263265 1.542051 0.5775906 1.186408
## 0.4 0.063302041 1.548153 0.5754378 1.190704
## 0.4 0.065340816 1.554300 0.5732310 1.195070
## 0.4 0.067379592 1.560561 0.5709333 1.199563
## 0.4 0.069418367 1.566901 0.5685589 1.204136
## 0.4 0.071457143 1.573197 0.5661815 1.208703
## 0.4 0.073495918 1.579519 0.5637571 1.213258
## 0.4 0.075534694 1.585921 0.5612577 1.217946
## 0.4 0.077573469 1.592320 0.5587166 1.222698
## 0.4 0.079612245 1.598674 0.5561764 1.227461
## 0.4 0.081651020 1.605067 0.5535797 1.232265
## 0.4 0.083689796 1.611511 0.5509071 1.237154
## 0.4 0.085728571 1.617867 0.5482417 1.241984
## 0.4 0.087767347 1.624250 0.5455074 1.246848
## 0.4 0.089806122 1.630663 0.5427129 1.251731
## 0.4 0.091844898 1.637127 0.5398363 1.256656
## 0.4 0.093883673 1.643436 0.5370188 1.261491
## 0.4 0.095922449 1.649660 0.5342121 1.266244
## 0.4 0.097961224 1.655892 0.5313544 1.271034
## 0.4 0.100000000 1.662164 0.5284165 1.275885
## 0.5 0.000100000 1.690929 0.5133569 1.284221
## 0.5 0.002138776 1.559185 0.5629231 1.196760
## 0.5 0.004177551 1.504768 0.5845110 1.160255
## 0.5 0.006216327 1.475327 0.5962638 1.140616
## 0.5 0.008255102 1.456947 0.6037535 1.127920
## 0.5 0.010293878 1.446439 0.6081435 1.120820
## 0.5 0.012332653 1.442149 0.6099055 1.117930
## 0.5 0.014371429 1.440467 0.6107126 1.116624
## 0.5 0.016410204 1.440275 0.6110240 1.116138
## 0.5 0.018448980 1.441486 0.6108443 1.116724
## 0.5 0.020487755 1.443614 0.6103451 1.117899
## 0.5 0.022526531 1.446564 0.6095624 1.119737
## 0.5 0.024565306 1.449934 0.6086815 1.122010
## 0.5 0.026604082 1.453631 0.6077246 1.124359
## 0.5 0.028642857 1.457830 0.6065860 1.127013
## 0.5 0.030681633 1.462691 0.6051377 1.130220
## 0.5 0.032720408 1.467969 0.6035146 1.133894
## 0.5 0.034759184 1.473451 0.6018248 1.137799
## 0.5 0.036797959 1.479171 0.6000388 1.141798
## 0.5 0.038836735 1.485168 0.5981182 1.145998
## 0.5 0.040875510 1.491277 0.5961820 1.150176
## 0.5 0.042914286 1.497569 0.5941616 1.154469
## 0.5 0.044953061 1.503742 0.5922412 1.158764
## 0.5 0.046991837 1.510060 0.5902577 1.163262
## 0.5 0.049030612 1.516575 0.5881453 1.167929
## 0.5 0.051069388 1.523293 0.5859014 1.172717
## 0.5 0.053108163 1.530121 0.5835695 1.177528
## 0.5 0.055146939 1.537177 0.5810706 1.182390
## 0.5 0.057185714 1.544309 0.5785132 1.187270
## 0.5 0.059224490 1.551551 0.5758753 1.192221
## 0.5 0.061263265 1.558898 0.5731545 1.197350
## 0.5 0.063302041 1.566189 0.5704221 1.202556
## 0.5 0.065340816 1.573570 0.5676007 1.207936
## 0.5 0.067379592 1.581046 0.5646727 1.213465
## 0.5 0.069418367 1.588501 0.5617128 1.219023
## 0.5 0.071457143 1.596025 0.5586642 1.224721
## 0.5 0.073495918 1.603671 0.5554745 1.230546
## 0.5 0.075534694 1.611235 0.5522684 1.236369
## 0.5 0.077573469 1.618767 0.5490181 1.242143
## 0.5 0.079612245 1.626379 0.5456591 1.247973
## 0.5 0.081651020 1.633925 0.5422788 1.253738
## 0.5 0.083689796 1.641335 0.5389288 1.259397
## 0.5 0.085728571 1.648716 0.5355355 1.265071
## 0.5 0.087767347 1.656085 0.5320959 1.270791
## 0.5 0.089806122 1.663391 0.5286423 1.276512
## 0.5 0.091844898 1.670562 0.5252542 1.282183
## 0.5 0.093883673 1.677728 0.5218139 1.287852
## 0.5 0.095922449 1.684919 0.5182895 1.293521
## 0.5 0.097961224 1.692070 0.5147240 1.299177
## 0.5 0.100000000 1.699078 0.5112088 1.304736
## 0.6 0.000100000 1.683797 0.5160807 1.281176
## 0.6 0.002138776 1.547982 0.5676473 1.189663
## 0.6 0.004177551 1.493004 0.5896100 1.152452
## 0.6 0.006216327 1.463395 0.6016150 1.132860
## 0.6 0.008255102 1.446716 0.6085043 1.121740
## 0.6 0.010293878 1.439636 0.6114254 1.116953
## 0.6 0.012332653 1.436956 0.6125753 1.115178
## 0.6 0.014371429 1.436123 0.6131685 1.114331
## 0.6 0.016410204 1.437250 0.6130167 1.114789
## 0.6 0.018448980 1.439234 0.6126308 1.115698
## 0.6 0.020487755 1.442205 0.6119098 1.117422
## 0.6 0.022526531 1.445659 0.6110832 1.119476
## 0.6 0.024565306 1.449899 0.6099351 1.122010
## 0.6 0.026604082 1.454922 0.6084545 1.125266
## 0.6 0.028642857 1.460326 0.6068474 1.128886
## 0.6 0.030681633 1.465995 0.6051653 1.132757
## 0.6 0.032720408 1.472046 0.6033367 1.136953
## 0.6 0.034759184 1.478477 0.6013515 1.141342
## 0.6 0.036797959 1.484996 0.5993715 1.145800
## 0.6 0.038836735 1.491764 0.5972998 1.150389
## 0.6 0.040875510 1.498680 0.5951570 1.155187
## 0.6 0.042914286 1.505911 0.5928311 1.160206
## 0.6 0.044953061 1.513430 0.5903190 1.165399
## 0.6 0.046991837 1.521223 0.5876319 1.170743
## 0.6 0.049030612 1.529132 0.5848710 1.176124
## 0.6 0.051069388 1.537215 0.5819924 1.181585
## 0.6 0.053108163 1.545252 0.5791306 1.187065
## 0.6 0.055146939 1.553470 0.5761292 1.192797
## 0.6 0.057185714 1.561828 0.5729799 1.198775
## 0.6 0.059224490 1.570363 0.5696687 1.204991
## 0.6 0.061263265 1.579119 0.5661528 1.211460
## 0.6 0.063302041 1.587866 0.5625621 1.218051
## 0.6 0.065340816 1.596647 0.5588644 1.224757
## 0.6 0.067379592 1.605520 0.5550287 1.231570
## 0.6 0.069418367 1.614248 0.5512207 1.238289
## 0.6 0.071457143 1.622937 0.5473697 1.244970
## 0.6 0.073495918 1.631584 0.5434899 1.251587
## 0.6 0.075534694 1.640015 0.5396919 1.257999
## 0.6 0.077573469 1.648356 0.5359030 1.264469
## 0.6 0.079612245 1.656740 0.5320075 1.271011
## 0.6 0.081651020 1.665145 0.5280120 1.277649
## 0.6 0.083689796 1.673392 0.5240747 1.284148
## 0.6 0.085728571 1.681618 0.5200668 1.290624
## 0.6 0.087767347 1.689890 0.5159354 1.297176
## 0.6 0.089806122 1.698163 0.5117024 1.303751
## 0.6 0.091844898 1.706347 0.5074422 1.310239
## 0.6 0.093883673 1.714524 0.5030873 1.316760
## 0.6 0.095922449 1.722678 0.4986650 1.323284
## 0.6 0.097961224 1.730836 0.4941390 1.329891
## 0.6 0.100000000 1.738839 0.4896582 1.336391
## 0.7 0.000100000 1.690429 0.5135224 1.284630
## 0.7 0.002138776 1.538038 0.5718187 1.183155
## 0.7 0.004177551 1.482592 0.5941364 1.145940
## 0.7 0.006216327 1.453945 0.6058492 1.126807
## 0.7 0.008255102 1.440381 0.6114491 1.117780
## 0.7 0.010293878 1.435623 0.6133644 1.114749
## 0.7 0.012332653 1.433714 0.6143463 1.113400
## 0.7 0.014371429 1.433971 0.6145626 1.113236
## 0.7 0.016410204 1.435677 0.6143050 1.113801
## 0.7 0.018448980 1.438430 0.6137306 1.115262
## 0.7 0.020487755 1.441821 0.6129913 1.117048
## 0.7 0.022526531 1.446361 0.6117488 1.119806
## 0.7 0.024565306 1.451702 0.6101837 1.123317
## 0.7 0.026604082 1.457532 0.6084759 1.127158
## 0.7 0.028642857 1.463759 0.6066504 1.131310
## 0.7 0.030681633 1.470383 0.6046903 1.135709
## 0.7 0.032720408 1.477312 0.6026201 1.140404
## 0.7 0.034759184 1.484658 0.6003495 1.145424
## 0.7 0.036797959 1.492465 0.5978452 1.150717
## 0.7 0.038836735 1.500393 0.5952982 1.156025
## 0.7 0.040875510 1.508633 0.5925820 1.161614
## 0.7 0.042914286 1.517219 0.5896539 1.167432
## 0.7 0.044953061 1.526007 0.5865991 1.173413
## 0.7 0.046991837 1.534941 0.5834353 1.179583
## 0.7 0.049030612 1.544116 0.5800805 1.185850
## 0.7 0.051069388 1.553504 0.5765449 1.192340
## 0.7 0.053108163 1.563123 0.5727951 1.199172
## 0.7 0.055146939 1.572859 0.5688886 1.206357
## 0.7 0.057185714 1.582777 0.5647812 1.213779
## 0.7 0.059224490 1.592736 0.5605661 1.221378
## 0.7 0.061263265 1.602718 0.5562578 1.229070
## 0.7 0.063302041 1.612682 0.5518805 1.236757
## 0.7 0.065340816 1.622402 0.5475823 1.244181
## 0.7 0.067379592 1.632089 0.5432181 1.251543
## 0.7 0.069418367 1.641813 0.5387387 1.259024
## 0.7 0.071457143 1.651232 0.5344095 1.266370
## 0.7 0.073495918 1.660553 0.5300610 1.273667
## 0.7 0.075534694 1.669975 0.5255258 1.281053
## 0.7 0.077573469 1.679417 0.5208616 1.288461
## 0.7 0.079612245 1.688829 0.5161203 1.295847
## 0.7 0.081651020 1.698250 0.5112649 1.303317
## 0.7 0.083689796 1.707715 0.5062547 1.310861
## 0.7 0.085728571 1.717059 0.5012314 1.318349
## 0.7 0.087767347 1.726346 0.4961302 1.325855
## 0.7 0.089806122 1.735642 0.4909028 1.333395
## 0.7 0.091844898 1.744939 0.4855520 1.340960
## 0.7 0.093883673 1.754052 0.4802644 1.348394
## 0.7 0.095922449 1.763111 0.4749136 1.355835
## 0.7 0.097961224 1.772185 0.4694307 1.363315
## 0.7 0.100000000 1.781276 0.4637917 1.370785
## 0.8 0.000100000 1.689478 0.5139017 1.284757
## 0.8 0.002138776 1.527825 0.5761710 1.176574
## 0.8 0.004177551 1.472695 0.5985161 1.139790
## 0.8 0.006216327 1.446206 0.6093691 1.121972
## 0.8 0.008255102 1.436261 0.6133621 1.115418
## 0.8 0.010293878 1.432397 0.6150233 1.113081
## 0.8 0.012332653 1.431274 0.6157889 1.112154
## 0.8 0.014371429 1.432413 0.6157302 1.112184
## 0.8 0.016410204 1.434886 0.6152564 1.113247
## 0.8 0.018448980 1.438018 0.6146771 1.114813
## 0.8 0.020487755 1.442667 0.6134191 1.117586
## 0.8 0.022526531 1.448209 0.6118368 1.121145
## 0.8 0.024565306 1.454617 0.6099029 1.125271
## 0.8 0.026604082 1.461276 0.6079558 1.129538
## 0.8 0.028642857 1.468292 0.6059251 1.134190
## 0.8 0.030681633 1.475919 0.6036228 1.139339
## 0.8 0.032720408 1.484104 0.6010469 1.144829
## 0.8 0.034759184 1.492706 0.5982710 1.150594
## 0.8 0.036797959 1.501646 0.5953306 1.156607
## 0.8 0.038836735 1.511002 0.5921529 1.162900
## 0.8 0.040875510 1.520600 0.5888194 1.169419
## 0.8 0.042914286 1.530468 0.5852915 1.176180
## 0.8 0.044953061 1.540615 0.5815522 1.183064
## 0.8 0.046991837 1.551117 0.5775270 1.190267
## 0.8 0.049030612 1.561865 0.5732785 1.197869
## 0.8 0.051069388 1.572842 0.5687946 1.205982
## 0.8 0.053108163 1.583912 0.5641470 1.214308
## 0.8 0.055146939 1.595110 0.5593123 1.222896
## 0.8 0.057185714 1.606168 0.5544751 1.231325
## 0.8 0.059224490 1.617220 0.5495286 1.239730
## 0.8 0.061263265 1.628171 0.5445480 1.248090
## 0.8 0.063302041 1.638693 0.5398140 1.256192
## 0.8 0.065340816 1.649201 0.5349957 1.264362
## 0.8 0.067379592 1.659798 0.5299821 1.272637
## 0.8 0.069418367 1.670312 0.5249080 1.280922
## 0.8 0.071457143 1.680886 0.5196539 1.289217
## 0.8 0.073495918 1.691560 0.5141804 1.297570
## 0.8 0.075534694 1.702180 0.5086360 1.305983
## 0.8 0.077573469 1.712838 0.5029155 1.314508
## 0.8 0.079612245 1.723510 0.4970370 1.323150
## 0.8 0.081651020 1.734067 0.4911121 1.331757
## 0.8 0.083689796 1.744439 0.4852077 1.340223
## 0.8 0.085728571 1.754841 0.4791314 1.348699
## 0.8 0.087767347 1.765269 0.4728645 1.357244
## 0.8 0.089806122 1.775611 0.4665281 1.365726
## 0.8 0.091844898 1.785918 0.4600769 1.374234
## 0.8 0.093883673 1.796250 0.4534274 1.382785
## 0.8 0.095922449 1.806633 0.4465367 1.391395
## 0.8 0.097961224 1.816965 0.4395294 1.399975
## 0.8 0.100000000 1.827159 0.4325025 1.408408
## 0.9 0.000100000 1.689152 0.5138010 1.284456
## 0.9 0.002138776 1.518423 0.5801500 1.170439
## 0.9 0.004177551 1.464726 0.6020097 1.134707
## 0.9 0.006216327 1.440574 0.6119236 1.118497
## 0.9 0.008255102 1.433327 0.6147379 1.113990
## 0.9 0.010293878 1.430053 0.6163004 1.111891
## 0.9 0.012332653 1.429812 0.6167746 1.111152
## 0.9 0.014371429 1.431695 0.6165044 1.111638
## 0.9 0.016410204 1.434555 0.6160228 1.112867
## 0.9 0.018448980 1.438878 0.6149565 1.115304
## 0.9 0.020487755 1.444685 0.6132593 1.118973
## 0.9 0.022526531 1.451153 0.6113731 1.123003
## 0.9 0.024565306 1.458100 0.6093763 1.127367
## 0.9 0.026604082 1.465700 0.6071352 1.132331
## 0.9 0.028642857 1.474010 0.6045894 1.137810
## 0.9 0.030681633 1.482869 0.6017941 1.143753
## 0.9 0.032720408 1.492221 0.5987550 1.150032
## 0.9 0.034759184 1.502167 0.5953977 1.156731
## 0.9 0.036797959 1.512511 0.5918272 1.163636
## 0.9 0.038836735 1.523040 0.5881116 1.170761
## 0.9 0.040875510 1.534084 0.5840375 1.178240
## 0.9 0.042914286 1.545624 0.5796196 1.186131
## 0.9 0.044953061 1.557489 0.5749179 1.194463
## 0.9 0.046991837 1.569561 0.5699590 1.203239
## 0.9 0.049030612 1.581882 0.5647190 1.212451
## 0.9 0.051069388 1.594211 0.5593539 1.221766
## 0.9 0.053108163 1.606547 0.5538634 1.231160
## 0.9 0.055146939 1.618595 0.5484612 1.240278
## 0.9 0.057185714 1.630339 0.5431934 1.249253
## 0.9 0.059224490 1.642193 0.5377146 1.258455
## 0.9 0.061263265 1.653881 0.5322400 1.267563
## 0.9 0.063302041 1.665588 0.5266184 1.276749
## 0.9 0.065340816 1.677389 0.5207723 1.286047
## 0.9 0.067379592 1.689150 0.5148243 1.295235
## 0.9 0.069418367 1.701048 0.5086077 1.304673
## 0.9 0.071457143 1.713055 0.5021185 1.314305
## 0.9 0.073495918 1.724855 0.4956409 1.323879
## 0.9 0.075534694 1.736579 0.4890290 1.333479
## 0.9 0.077573469 1.748288 0.4822479 1.343018
## 0.9 0.079612245 1.759968 0.4753094 1.352558
## 0.9 0.081651020 1.771616 0.4682413 1.362118
## 0.9 0.083689796 1.783317 0.4609128 1.371791
## 0.9 0.085728571 1.795077 0.4532958 1.381484
## 0.9 0.087767347 1.806716 0.4456033 1.391100
## 0.9 0.089806122 1.818321 0.4377374 1.400652
## 0.9 0.091844898 1.829882 0.4297150 1.410219
## 0.9 0.093883673 1.841576 0.4213290 1.419854
## 0.9 0.095922449 1.853293 0.4127038 1.429456
## 0.9 0.097961224 1.864848 0.4040222 1.438947
## 0.9 0.100000000 1.876311 0.3952231 1.448419
## 1.0 0.000100000 1.685924 0.5149498 1.281949
## 1.0 0.002138776 1.511353 0.5831464 1.165302
## 1.0 0.004177551 1.457985 0.6049330 1.130250
## 1.0 0.006216327 1.437127 0.6134497 1.116318
## 1.0 0.008255102 1.431063 0.6158475 1.112811
## 1.0 0.010293878 1.428431 0.6172329 1.110918
## 1.0 0.012332653 1.428931 0.6175001 1.110356
## 1.0 0.014371429 1.431283 0.6171733 1.111053
## 1.0 0.016410204 1.435064 0.6163459 1.113085
## 1.0 0.018448980 1.440711 0.6147319 1.116520
## 1.0 0.020487755 1.447258 0.6128365 1.120482
## 1.0 0.022526531 1.454533 0.6107259 1.124992
## 1.0 0.024565306 1.462452 0.6084067 1.130055
## 1.0 0.026604082 1.471236 0.6057014 1.135740
## 1.0 0.028642857 1.480658 0.6027535 1.142065
## 1.0 0.030681633 1.490804 0.5994397 1.148932
## 1.0 0.032720408 1.501550 0.5957787 1.156087
## 1.0 0.034759184 1.512692 0.5918995 1.163460
## 1.0 0.036797959 1.524429 0.5876641 1.171354
## 1.0 0.038836735 1.536748 0.5830182 1.179757
## 1.0 0.040875510 1.549551 0.5779691 1.188598
## 1.0 0.042914286 1.562709 0.5725734 1.197902
## 1.0 0.044953061 1.576198 0.5668350 1.207860
## 1.0 0.046991837 1.589745 0.5609202 1.218007
## 1.0 0.049030612 1.603278 0.5548794 1.228264
## 1.0 0.051069388 1.616380 0.5490307 1.238162
## 1.0 0.053108163 1.629580 0.5429881 1.248262
## 1.0 0.055146939 1.642496 0.5370268 1.258311
## 1.0 0.057185714 1.655315 0.5310055 1.268303
## 1.0 0.059224490 1.668225 0.5247374 1.278429
## 1.0 0.061263265 1.681131 0.5183271 1.288578
## 1.0 0.063302041 1.694258 0.5115493 1.298925
## 1.0 0.065340816 1.707409 0.5045488 1.309493
## 1.0 0.067379592 1.720374 0.4975054 1.319945
## 1.0 0.069418367 1.733398 0.4901971 1.330587
## 1.0 0.071457143 1.746434 0.4826662 1.341213
## 1.0 0.073495918 1.759449 0.4749622 1.351809
## 1.0 0.075534694 1.772531 0.4669437 1.362566
## 1.0 0.077573469 1.785676 0.4585888 1.373386
## 1.0 0.079612245 1.798634 0.4501911 1.384003
## 1.0 0.081651020 1.811631 0.4415023 1.394703
## 1.0 0.083689796 1.824687 0.4324911 1.405482
## 1.0 0.085728571 1.837847 0.4231045 1.416310
## 1.0 0.087767347 1.850955 0.4135183 1.427046
## 1.0 0.089806122 1.863888 0.4038513 1.437671
## 1.0 0.091844898 1.876932 0.3937730 1.448439
## 1.0 0.093883673 1.890018 0.3833525 1.459296
## 1.0 0.095922449 1.902818 0.3729396 1.469966
## 1.0 0.097961224 1.915270 0.3626474 1.480402
## 1.0 0.100000000 1.927603 0.3522176 1.490752
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were alpha = 1 and lambda = 0.01029388.
plot(my_ctrl_bayes_mod2)
coef(my_ctrl_bayes_mod1$finalModel, s = my_ctrl_bayes_mod1$bestTune$lambda) %>%
as.matrix() %>%
as.data.frame() %>%
tibble::rownames_to_column("coef_name") %>%
tibble::as_tibble() %>%
purrr::set_names(c("coef_name", "coef_value")) %>%
filter(coef_value != 0)
## # A tibble: 16 × 2
## coef_name coef_value
## <chr> <dbl>
## 1 (Intercept) 0.530
## 2 splines::ns(z, 3)1 -0.905
## 3 splines::ns(z, 3)2 -0.688
## 4 splines::ns(z, 3)3 1.33
## 5 t 0.312
## 6 w 0.127
## 7 x5 -0.259
## 8 splines::ns(z, 3)1:t 0.0317
## 9 splines::ns(z, 3)2:t -0.461
## 10 splines::ns(z, 3)3:t -0.0934
## 11 splines::ns(z, 3)1:w -0.518
## 12 splines::ns(z, 3)2:w 0.117
## 13 splines::ns(z, 3)3:w -0.528
## 14 splines::ns(z, 3)1:x5 1.05
## 15 splines::ns(z, 3)2:x5 1.47
## 16 splines::ns(z, 3)3:x5 1.68
coef(my_ctrl_bayes_mod2$finalModel, s = my_ctrl_bayes_mod2$bestTune$lambda) %>%
as.matrix() %>%
as.data.frame() %>%
tibble::rownames_to_column("coef_name") %>%
tibble::as_tibble() %>%
purrr::set_names(c("coef_name", "coef_value")) %>%
filter(coef_value != 0)
## # A tibble: 133 × 2
## coef_name coef_value
## <chr> <dbl>
## 1 (Intercept) 0.530
## 2 mE:x3 0.0306
## 3 mA:x1:x3 -1.43
## 4 mB:x1:x3 -0.987
## 5 mC:x1:x3 -1.35
## 6 mD:x1:x3 -1.22
## 7 mE:x1:x3 -1.19
## 8 mA:x1:x4 -0.0147
## 9 mB:x1:x4 -0.215
## 10 mC:x1:x4 -0.229
## # … with 123 more rows
plot(varImp(my_ctrl_bayes_mod1))
plot(varImp(my_ctrl_bayes_mod2))
coefplot::coefplot(my_ctrl_bayes_mod1$finalModel)
coefplot::coefplot(my_ctrl_bayes_mod2$finalModel)
viz_grid_expanded <- expand.grid(x1 = seq(min(df$x1), max(df$x1), length.out=101),
x3 = seq(min(df$x2), max(df$x2), length.out=6),
x4 = median(df$x4),
v2 = median(df$v2),
v3 = median(df$v3),
v4 = median(df$v4),
v5 = median(df$v5),
w = median(df$w),
z = median(df$z),
t = median(df$t),
x5 = median(df$x5),
m = c("A", "B", "C", "D", "E"),
KEEP.OUT.ATTRS = FALSE,
stringsAsFactors = FALSE) %>%
as.data.frame() %>% tibble::as_tibble()
predict(my_ctrl_bayes_mod1, viz_grid_expanded)
## 1 2 3 4 5 6 7
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 8 9 10 11 12 13 14
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 15 16 17 18 19 20 21
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 22 23 24 25 26 27 28
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 29 30 31 32 33 34 35
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 36 37 38 39 40 41 42
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 43 44 45 46 47 48 49
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 50 51 52 53 54 55 56
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 57 58 59 60 61 62 63
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 64 65 66 67 68 69 70
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 71 72 73 74 75 76 77
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 78 79 80 81 82 83 84
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 85 86 87 88 89 90 91
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 92 93 94 95 96 97 98
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 99 100 101 102 103 104 105
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 106 107 108 109 110 111 112
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 113 114 115 116 117 118 119
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 120 121 122 123 124 125 126
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 127 128 129 130 131 132 133
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 134 135 136 137 138 139 140
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 141 142 143 144 145 146 147
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 148 149 150 151 152 153 154
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 155 156 157 158 159 160 161
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 162 163 164 165 166 167 168
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 169 170 171 172 173 174 175
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 176 177 178 179 180 181 182
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 183 184 185 186 187 188 189
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 190 191 192 193 194 195 196
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 197 198 199 200 201 202 203
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 204 205 206 207 208 209 210
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 211 212 213 214 215 216 217
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 218 219 220 221 222 223 224
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 225 226 227 228 229 230 231
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 232 233 234 235 236 237 238
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 239 240 241 242 243 244 245
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 246 247 248 249 250 251 252
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 253 254 255 256 257 258 259
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 260 261 262 263 264 265 266
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 267 268 269 270 271 272 273
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 274 275 276 277 278 279 280
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 281 282 283 284 285 286 287
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 288 289 290 291 292 293 294
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 295 296 297 298 299 300 301
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 302 303 304 305 306 307 308
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 309 310 311 312 313 314 315
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 316 317 318 319 320 321 322
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 323 324 325 326 327 328 329
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 330 331 332 333 334 335 336
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 337 338 339 340 341 342 343
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 344 345 346 347 348 349 350
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 351 352 353 354 355 356 357
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 358 359 360 361 362 363 364
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 365 366 367 368 369 370 371
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 372 373 374 375 376 377 378
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 379 380 381 382 383 384 385
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 386 387 388 389 390 391 392
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 393 394 395 396 397 398 399
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 400 401 402 403 404 405 406
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 407 408 409 410 411 412 413
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 414 415 416 417 418 419 420
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 421 422 423 424 425 426 427
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 428 429 430 431 432 433 434
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 435 436 437 438 439 440 441
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 442 443 444 445 446 447 448
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 449 450 451 452 453 454 455
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 456 457 458 459 460 461 462
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 463 464 465 466 467 468 469
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 470 471 472 473 474 475 476
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 477 478 479 480 481 482 483
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 484 485 486 487 488 489 490
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 491 492 493 494 495 496 497
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 498 499 500 501 502 503 504
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 505 506 507 508 509 510 511
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 512 513 514 515 516 517 518
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 519 520 521 522 523 524 525
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 526 527 528 529 530 531 532
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 533 534 535 536 537 538 539
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 540 541 542 543 544 545 546
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 547 548 549 550 551 552 553
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 554 555 556 557 558 559 560
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 561 562 563 564 565 566 567
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 568 569 570 571 572 573 574
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 575 576 577 578 579 580 581
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 582 583 584 585 586 587 588
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 589 590 591 592 593 594 595
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 596 597 598 599 600 601 602
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 603 604 605 606 607 608 609
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 610 611 612 613 614 615 616
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 617 618 619 620 621 622 623
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 624 625 626 627 628 629 630
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 631 632 633 634 635 636 637
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 638 639 640 641 642 643 644
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 645 646 647 648 649 650 651
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 652 653 654 655 656 657 658
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 659 660 661 662 663 664 665
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 666 667 668 669 670 671 672
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 673 674 675 676 677 678 679
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 680 681 682 683 684 685 686
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 687 688 689 690 691 692 693
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 694 695 696 697 698 699 700
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 701 702 703 704 705 706 707
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 708 709 710 711 712 713 714
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 715 716 717 718 719 720 721
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 722 723 724 725 726 727 728
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 729 730 731 732 733 734 735
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 736 737 738 739 740 741 742
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 743 744 745 746 747 748 749
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 750 751 752 753 754 755 756
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 757 758 759 760 761 762 763
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 764 765 766 767 768 769 770
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 771 772 773 774 775 776 777
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 778 779 780 781 782 783 784
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 785 786 787 788 789 790 791
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 792 793 794 795 796 797 798
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 799 800 801 802 803 804 805
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 806 807 808 809 810 811 812
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 813 814 815 816 817 818 819
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 820 821 822 823 824 825 826
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 827 828 829 830 831 832 833
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 834 835 836 837 838 839 840
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 841 842 843 844 845 846 847
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 848 849 850 851 852 853 854
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 855 856 857 858 859 860 861
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 862 863 864 865 866 867 868
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 869 870 871 872 873 874 875
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 876 877 878 879 880 881 882
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 883 884 885 886 887 888 889
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 890 891 892 893 894 895 896
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 897 898 899 900 901 902 903
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 904 905 906 907 908 909 910
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 911 912 913 914 915 916 917
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 918 919 920 921 922 923 924
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 925 926 927 928 929 930 931
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 932 933 934 935 936 937 938
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 939 940 941 942 943 944 945
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 946 947 948 949 950 951 952
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 953 954 955 956 957 958 959
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 960 961 962 963 964 965 966
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 967 968 969 970 971 972 973
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 974 975 976 977 978 979 980
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 981 982 983 984 985 986 987
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 988 989 990 991 992 993 994
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 995 996 997 998 999 1000 1001
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1002 1003 1004 1005 1006 1007 1008
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1009 1010 1011 1012 1013 1014 1015
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1016 1017 1018 1019 1020 1021 1022
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1023 1024 1025 1026 1027 1028 1029
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1030 1031 1032 1033 1034 1035 1036
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1037 1038 1039 1040 1041 1042 1043
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1044 1045 1046 1047 1048 1049 1050
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1051 1052 1053 1054 1055 1056 1057
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1058 1059 1060 1061 1062 1063 1064
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1065 1066 1067 1068 1069 1070 1071
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1072 1073 1074 1075 1076 1077 1078
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1079 1080 1081 1082 1083 1084 1085
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1086 1087 1088 1089 1090 1091 1092
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1093 1094 1095 1096 1097 1098 1099
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1100 1101 1102 1103 1104 1105 1106
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1107 1108 1109 1110 1111 1112 1113
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1114 1115 1116 1117 1118 1119 1120
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1121 1122 1123 1124 1125 1126 1127
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1128 1129 1130 1131 1132 1133 1134
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1135 1136 1137 1138 1139 1140 1141
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1142 1143 1144 1145 1146 1147 1148
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1149 1150 1151 1152 1153 1154 1155
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1156 1157 1158 1159 1160 1161 1162
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1163 1164 1165 1166 1167 1168 1169
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1170 1171 1172 1173 1174 1175 1176
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1177 1178 1179 1180 1181 1182 1183
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1184 1185 1186 1187 1188 1189 1190
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1191 1192 1193 1194 1195 1196 1197
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1198 1199 1200 1201 1202 1203 1204
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1205 1206 1207 1208 1209 1210 1211
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1212 1213 1214 1215 1216 1217 1218
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1219 1220 1221 1222 1223 1224 1225
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1226 1227 1228 1229 1230 1231 1232
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1233 1234 1235 1236 1237 1238 1239
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1240 1241 1242 1243 1244 1245 1246
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1247 1248 1249 1250 1251 1252 1253
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1254 1255 1256 1257 1258 1259 1260
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1261 1262 1263 1264 1265 1266 1267
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1268 1269 1270 1271 1272 1273 1274
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1275 1276 1277 1278 1279 1280 1281
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1282 1283 1284 1285 1286 1287 1288
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1289 1290 1291 1292 1293 1294 1295
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1296 1297 1298 1299 1300 1301 1302
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1303 1304 1305 1306 1307 1308 1309
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1310 1311 1312 1313 1314 1315 1316
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1317 1318 1319 1320 1321 1322 1323
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1324 1325 1326 1327 1328 1329 1330
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1331 1332 1333 1334 1335 1336 1337
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1338 1339 1340 1341 1342 1343 1344
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1345 1346 1347 1348 1349 1350 1351
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1352 1353 1354 1355 1356 1357 1358
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1359 1360 1361 1362 1363 1364 1365
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1366 1367 1368 1369 1370 1371 1372
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1373 1374 1375 1376 1377 1378 1379
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1380 1381 1382 1383 1384 1385 1386
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1387 1388 1389 1390 1391 1392 1393
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1394 1395 1396 1397 1398 1399 1400
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1401 1402 1403 1404 1405 1406 1407
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1408 1409 1410 1411 1412 1413 1414
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1415 1416 1417 1418 1419 1420 1421
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1422 1423 1424 1425 1426 1427 1428
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1429 1430 1431 1432 1433 1434 1435
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1436 1437 1438 1439 1440 1441 1442
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1443 1444 1445 1446 1447 1448 1449
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1450 1451 1452 1453 1454 1455 1456
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1457 1458 1459 1460 1461 1462 1463
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1464 1465 1466 1467 1468 1469 1470
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1471 1472 1473 1474 1475 1476 1477
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1478 1479 1480 1481 1482 1483 1484
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1485 1486 1487 1488 1489 1490 1491
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1492 1493 1494 1495 1496 1497 1498
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1499 1500 1501 1502 1503 1504 1505
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1506 1507 1508 1509 1510 1511 1512
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1513 1514 1515 1516 1517 1518 1519
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1520 1521 1522 1523 1524 1525 1526
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1527 1528 1529 1530 1531 1532 1533
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1534 1535 1536 1537 1538 1539 1540
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1541 1542 1543 1544 1545 1546 1547
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1548 1549 1550 1551 1552 1553 1554
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1555 1556 1557 1558 1559 1560 1561
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1562 1563 1564 1565 1566 1567 1568
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1569 1570 1571 1572 1573 1574 1575
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1576 1577 1578 1579 1580 1581 1582
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1583 1584 1585 1586 1587 1588 1589
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1590 1591 1592 1593 1594 1595 1596
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1597 1598 1599 1600 1601 1602 1603
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1604 1605 1606 1607 1608 1609 1610
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1611 1612 1613 1614 1615 1616 1617
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1618 1619 1620 1621 1622 1623 1624
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1625 1626 1627 1628 1629 1630 1631
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1632 1633 1634 1635 1636 1637 1638
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1639 1640 1641 1642 1643 1644 1645
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1646 1647 1648 1649 1650 1651 1652
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1653 1654 1655 1656 1657 1658 1659
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1660 1661 1662 1663 1664 1665 1666
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1667 1668 1669 1670 1671 1672 1673
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1674 1675 1676 1677 1678 1679 1680
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1681 1682 1683 1684 1685 1686 1687
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1688 1689 1690 1691 1692 1693 1694
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1695 1696 1697 1698 1699 1700 1701
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1702 1703 1704 1705 1706 1707 1708
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1709 1710 1711 1712 1713 1714 1715
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1716 1717 1718 1719 1720 1721 1722
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1723 1724 1725 1726 1727 1728 1729
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1730 1731 1732 1733 1734 1735 1736
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1737 1738 1739 1740 1741 1742 1743
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1744 1745 1746 1747 1748 1749 1750
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1751 1752 1753 1754 1755 1756 1757
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1758 1759 1760 1761 1762 1763 1764
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1765 1766 1767 1768 1769 1770 1771
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1772 1773 1774 1775 1776 1777 1778
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1779 1780 1781 1782 1783 1784 1785
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1786 1787 1788 1789 1790 1791 1792
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1793 1794 1795 1796 1797 1798 1799
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1800 1801 1802 1803 1804 1805 1806
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1807 1808 1809 1810 1811 1812 1813
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1814 1815 1816 1817 1818 1819 1820
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1821 1822 1823 1824 1825 1826 1827
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1828 1829 1830 1831 1832 1833 1834
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1835 1836 1837 1838 1839 1840 1841
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1842 1843 1844 1845 1846 1847 1848
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1849 1850 1851 1852 1853 1854 1855
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1856 1857 1858 1859 1860 1861 1862
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1863 1864 1865 1866 1867 1868 1869
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1870 1871 1872 1873 1874 1875 1876
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1877 1878 1879 1880 1881 1882 1883
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1884 1885 1886 1887 1888 1889 1890
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1891 1892 1893 1894 1895 1896 1897
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1898 1899 1900 1901 1902 1903 1904
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1905 1906 1907 1908 1909 1910 1911
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1912 1913 1914 1915 1916 1917 1918
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1919 1920 1921 1922 1923 1924 1925
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1926 1927 1928 1929 1930 1931 1932
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1933 1934 1935 1936 1937 1938 1939
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1940 1941 1942 1943 1944 1945 1946
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1947 1948 1949 1950 1951 1952 1953
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1954 1955 1956 1957 1958 1959 1960
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1961 1962 1963 1964 1965 1966 1967
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1968 1969 1970 1971 1972 1973 1974
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1975 1976 1977 1978 1979 1980 1981
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1982 1983 1984 1985 1986 1987 1988
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1989 1990 1991 1992 1993 1994 1995
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 1996 1997 1998 1999 2000 2001 2002
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2003 2004 2005 2006 2007 2008 2009
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2010 2011 2012 2013 2014 2015 2016
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2017 2018 2019 2020 2021 2022 2023
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2024 2025 2026 2027 2028 2029 2030
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2031 2032 2033 2034 2035 2036 2037
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2038 2039 2040 2041 2042 2043 2044
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2045 2046 2047 2048 2049 2050 2051
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2052 2053 2054 2055 2056 2057 2058
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2059 2060 2061 2062 2063 2064 2065
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2066 2067 2068 2069 2070 2071 2072
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2073 2074 2075 2076 2077 2078 2079
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2080 2081 2082 2083 2084 2085 2086
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2087 2088 2089 2090 2091 2092 2093
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2094 2095 2096 2097 2098 2099 2100
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2101 2102 2103 2104 2105 2106 2107
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2108 2109 2110 2111 2112 2113 2114
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2115 2116 2117 2118 2119 2120 2121
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2122 2123 2124 2125 2126 2127 2128
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2129 2130 2131 2132 2133 2134 2135
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2136 2137 2138 2139 2140 2141 2142
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2143 2144 2145 2146 2147 2148 2149
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2150 2151 2152 2153 2154 2155 2156
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2157 2158 2159 2160 2161 2162 2163
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2164 2165 2166 2167 2168 2169 2170
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2171 2172 2173 2174 2175 2176 2177
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2178 2179 2180 2181 2182 2183 2184
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2185 2186 2187 2188 2189 2190 2191
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2192 2193 2194 2195 2196 2197 2198
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2199 2200 2201 2202 2203 2204 2205
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2206 2207 2208 2209 2210 2211 2212
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2213 2214 2215 2216 2217 2218 2219
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2220 2221 2222 2223 2224 2225 2226
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2227 2228 2229 2230 2231 2232 2233
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2234 2235 2236 2237 2238 2239 2240
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2241 2242 2243 2244 2245 2246 2247
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2248 2249 2250 2251 2252 2253 2254
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2255 2256 2257 2258 2259 2260 2261
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2262 2263 2264 2265 2266 2267 2268
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2269 2270 2271 2272 2273 2274 2275
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2276 2277 2278 2279 2280 2281 2282
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2283 2284 2285 2286 2287 2288 2289
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2290 2291 2292 2293 2294 2295 2296
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2297 2298 2299 2300 2301 2302 2303
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2304 2305 2306 2307 2308 2309 2310
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2311 2312 2313 2314 2315 2316 2317
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2318 2319 2320 2321 2322 2323 2324
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2325 2326 2327 2328 2329 2330 2331
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2332 2333 2334 2335 2336 2337 2338
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2339 2340 2341 2342 2343 2344 2345
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2346 2347 2348 2349 2350 2351 2352
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2353 2354 2355 2356 2357 2358 2359
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2360 2361 2362 2363 2364 2365 2366
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2367 2368 2369 2370 2371 2372 2373
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2374 2375 2376 2377 2378 2379 2380
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2381 2382 2383 2384 2385 2386 2387
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2388 2389 2390 2391 2392 2393 2394
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2395 2396 2397 2398 2399 2400 2401
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2402 2403 2404 2405 2406 2407 2408
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2409 2410 2411 2412 2413 2414 2415
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2416 2417 2418 2419 2420 2421 2422
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2423 2424 2425 2426 2427 2428 2429
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2430 2431 2432 2433 2434 2435 2436
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2437 2438 2439 2440 2441 2442 2443
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2444 2445 2446 2447 2448 2449 2450
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2451 2452 2453 2454 2455 2456 2457
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2458 2459 2460 2461 2462 2463 2464
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2465 2466 2467 2468 2469 2470 2471
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2472 2473 2474 2475 2476 2477 2478
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2479 2480 2481 2482 2483 2484 2485
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2486 2487 2488 2489 2490 2491 2492
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2493 2494 2495 2496 2497 2498 2499
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2500 2501 2502 2503 2504 2505 2506
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2507 2508 2509 2510 2511 2512 2513
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2514 2515 2516 2517 2518 2519 2520
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2521 2522 2523 2524 2525 2526 2527
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2528 2529 2530 2531 2532 2533 2534
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2535 2536 2537 2538 2539 2540 2541
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2542 2543 2544 2545 2546 2547 2548
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2549 2550 2551 2552 2553 2554 2555
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2556 2557 2558 2559 2560 2561 2562
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2563 2564 2565 2566 2567 2568 2569
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2570 2571 2572 2573 2574 2575 2576
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2577 2578 2579 2580 2581 2582 2583
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2584 2585 2586 2587 2588 2589 2590
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2591 2592 2593 2594 2595 2596 2597
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2598 2599 2600 2601 2602 2603 2604
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2605 2606 2607 2608 2609 2610 2611
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2612 2613 2614 2615 2616 2617 2618
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2619 2620 2621 2622 2623 2624 2625
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2626 2627 2628 2629 2630 2631 2632
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2633 2634 2635 2636 2637 2638 2639
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2640 2641 2642 2643 2644 2645 2646
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2647 2648 2649 2650 2651 2652 2653
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2654 2655 2656 2657 2658 2659 2660
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2661 2662 2663 2664 2665 2666 2667
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2668 2669 2670 2671 2672 2673 2674
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2675 2676 2677 2678 2679 2680 2681
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2682 2683 2684 2685 2686 2687 2688
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2689 2690 2691 2692 2693 2694 2695
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2696 2697 2698 2699 2700 2701 2702
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2703 2704 2705 2706 2707 2708 2709
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2710 2711 2712 2713 2714 2715 2716
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2717 2718 2719 2720 2721 2722 2723
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2724 2725 2726 2727 2728 2729 2730
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2731 2732 2733 2734 2735 2736 2737
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2738 2739 2740 2741 2742 2743 2744
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2745 2746 2747 2748 2749 2750 2751
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2752 2753 2754 2755 2756 2757 2758
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2759 2760 2761 2762 2763 2764 2765
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2766 2767 2768 2769 2770 2771 2772
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2773 2774 2775 2776 2777 2778 2779
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2780 2781 2782 2783 2784 2785 2786
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2787 2788 2789 2790 2791 2792 2793
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2794 2795 2796 2797 2798 2799 2800
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2801 2802 2803 2804 2805 2806 2807
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2808 2809 2810 2811 2812 2813 2814
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2815 2816 2817 2818 2819 2820 2821
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2822 2823 2824 2825 2826 2827 2828
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2829 2830 2831 2832 2833 2834 2835
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2836 2837 2838 2839 2840 2841 2842
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2843 2844 2845 2846 2847 2848 2849
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2850 2851 2852 2853 2854 2855 2856
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2857 2858 2859 2860 2861 2862 2863
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2864 2865 2866 2867 2868 2869 2870
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2871 2872 2873 2874 2875 2876 2877
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2878 2879 2880 2881 2882 2883 2884
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2885 2886 2887 2888 2889 2890 2891
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2892 2893 2894 2895 2896 2897 2898
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2899 2900 2901 2902 2903 2904 2905
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2906 2907 2908 2909 2910 2911 2912
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2913 2914 2915 2916 2917 2918 2919
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2920 2921 2922 2923 2924 2925 2926
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2927 2928 2929 2930 2931 2932 2933
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2934 2935 2936 2937 2938 2939 2940
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2941 2942 2943 2944 2945 2946 2947
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2948 2949 2950 2951 2952 2953 2954
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2955 2956 2957 2958 2959 2960 2961
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2962 2963 2964 2965 2966 2967 2968
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2969 2970 2971 2972 2973 2974 2975
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2976 2977 2978 2979 2980 2981 2982
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2983 2984 2985 2986 2987 2988 2989
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2990 2991 2992 2993 2994 2995 2996
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 2997 2998 2999 3000 3001 3002 3003
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 3004 3005 3006 3007 3008 3009 3010
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 3011 3012 3013 3014 3015 3016 3017
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 3018 3019 3020 3021 3022 3023 3024
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
## 3025 3026 3027 3028 3029 3030
## -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367 -0.7285367
predict(my_ctrl_bayes_mod2, viz_grid_expanded)
## 1 2 3 4 5
## 0.5593869195 0.5880439566 0.6167009938 0.6453580309 0.6740150680
## 6 7 8 9 10
## 0.7026721051 0.7313291422 0.7599861793 0.7886432164 0.8173002535
## 11 12 13 14 15
## 0.8459572906 0.8746143277 0.9032713648 0.9319284019 0.9605854390
## 16 17 18 19 20
## 0.9892424761 1.0178995132 1.0465565503 1.0752135874 1.1038706245
## 21 22 23 24 25
## 1.1325276617 1.1611846988 1.1898417359 1.2184987730 1.2471558101
## 26 27 28 29 30
## 1.2758128472 1.3044698843 1.3331269214 1.3617839585 1.3904409956
## 31 32 33 34 35
## 1.4190980327 1.4477550698 1.4764121069 1.5050691440 1.5337261811
## 36 37 38 39 40
## 1.5623832182 1.5910402553 1.6196972924 1.6483543295 1.6770113667
## 41 42 43 44 45
## 1.7056684038 1.7343254409 1.7629824780 1.7916395151 1.8202965522
## 46 47 48 49 50
## 1.8489535893 1.8776106264 1.9062676635 1.9349247006 1.9635817377
## 51 52 53 54 55
## 1.9922387748 2.0208958119 2.0495528490 2.0782098861 2.1068669232
## 56 57 58 59 60
## 2.1355239603 2.1641809974 2.1928380346 2.2214950717 2.2501521088
## 61 62 63 64 65
## 2.2788091459 2.3074661830 2.3361232201 2.3647802572 2.3934372943
## 66 67 68 69 70
## 2.4220943314 2.4507513685 2.4794084056 2.5080654427 2.5367224798
## 71 72 73 74 75
## 2.5653795169 2.5940365540 2.6226935911 2.6513506282 2.6800076653
## 76 77 78 79 80
## 2.7086647024 2.7373217396 2.7659787767 2.7946358138 2.8232928509
## 81 82 83 84 85
## 2.8519498880 2.8806069251 2.9092639622 2.9379209993 2.9665780364
## 86 87 88 89 90
## 2.9952350735 3.0238921106 3.0525491477 3.0812061848 3.1098632219
## 91 92 93 94 95
## 3.1385202590 3.1671772961 3.1958343332 3.2244913703 3.2531484075
## 96 97 98 99 100
## 3.2818054446 3.3104624817 3.3391195188 3.3677765559 3.3964335930
## 101 102 103 104 105
## 3.4250906301 0.7973868484 0.8003620081 0.8033371679 0.8063123277
## 106 107 108 109 110
## 0.8092874874 0.8122626472 0.8152378069 0.8182129667 0.8211881264
## 111 112 113 114 115
## 0.8241632862 0.8271384459 0.8301136057 0.8330887654 0.8360639252
## 116 117 118 119 120
## 0.8390390850 0.8420142447 0.8449894045 0.8479645642 0.8509397240
## 121 122 123 124 125
## 0.8539148837 0.8568900435 0.8598652032 0.8628403630 0.8658155227
## 126 127 128 129 130
## 0.8687906825 0.8717658422 0.8747410020 0.8777161618 0.8806913215
## 131 132 133 134 135
## 0.8836664813 0.8866416410 0.8896168008 0.8925919605 0.8955671203
## 136 137 138 139 140
## 0.8985422800 0.9015174398 0.9044925995 0.9074677593 0.9104429191
## 141 142 143 144 145
## 0.9134180788 0.9163932386 0.9193683983 0.9223435581 0.9253187178
## 146 147 148 149 150
## 0.9282938776 0.9312690373 0.9342441971 0.9372193568 0.9401945166
## 151 152 153 154 155
## 0.9431696764 0.9461448361 0.9491199959 0.9520951556 0.9550703154
## 156 157 158 159 160
## 0.9580454751 0.9610206349 0.9639957946 0.9669709544 0.9699461141
## 161 162 163 164 165
## 0.9729212739 0.9758964336 0.9788715934 0.9818467532 0.9848219129
## 166 167 168 169 170
## 0.9877970727 0.9907722324 0.9937473922 0.9967225519 0.9996977117
## 171 172 173 174 175
## 1.0026728714 1.0056480312 1.0086231909 1.0115983507 1.0145735105
## 176 177 178 179 180
## 1.0175486702 1.0205238300 1.0234989897 1.0264741495 1.0294493092
## 181 182 183 184 185
## 1.0324244690 1.0353996287 1.0383747885 1.0413499482 1.0443251080
## 186 187 188 189 190
## 1.0473002677 1.0502754275 1.0532505873 1.0562257470 1.0592009068
## 191 192 193 194 195
## 1.0621760665 1.0651512263 1.0681263860 1.0711015458 1.0740767055
## 196 197 198 199 200
## 1.0770518653 1.0800270250 1.0830021848 1.0859773446 1.0889525043
## 201 202 203 204 205
## 1.0919276641 1.0949028238 1.0353867772 1.0126800596 0.9899733421
## 206 207 208 209 210
## 0.9672666245 0.9445599069 0.9218531893 0.8991464717 0.8764397541
## 211 212 213 214 215
## 0.8537330365 0.8310263189 0.8083196013 0.7856128837 0.7629061661
## 216 217 218 219 220
## 0.7401994485 0.7174927309 0.6947860133 0.6720792957 0.6493725781
## 221 222 223 224 225
## 0.6266658605 0.6039591429 0.5812524253 0.5585457077 0.5358389901
## 226 227 228 229 230
## 0.5131322725 0.4904255549 0.4677188373 0.4450121197 0.4223054021
## 231 232 233 234 235
## 0.3995986845 0.3768919669 0.3541852493 0.3314785317 0.3087718141
## 236 237 238 239 240
## 0.2860650965 0.2633583789 0.2406516614 0.2179449438 0.1952382262
## 241 242 243 244 245
## 0.1725315086 0.1498247910 0.1271180734 0.1044113558 0.0817046382
## 246 247 248 249 250
## 0.0589979206 0.0362912030 0.0135844854 -0.0091222322 -0.0318289498
## 251 252 253 254 255
## -0.0545356674 -0.0772423850 -0.0999491026 -0.1226558202 -0.1453625378
## 256 257 258 259 260
## -0.1680692554 -0.1907759730 -0.2134826906 -0.2361894082 -0.2588961258
## 261 262 263 264 265
## -0.2816028434 -0.3043095610 -0.3270162786 -0.3497229962 -0.3724297138
## 266 267 268 269 270
## -0.3951364314 -0.4178431490 -0.4405498666 -0.4632565842 -0.4859633018
## 271 272 273 274 275
## -0.5086700193 -0.5313767369 -0.5540834545 -0.5767901721 -0.5994968897
## 276 277 278 279 280
## -0.6222036073 -0.6449103249 -0.6676170425 -0.6903237601 -0.7130304777
## 281 282 283 284 285
## -0.7357371953 -0.7584439129 -0.7811506305 -0.8038573481 -0.8265640657
## 286 287 288 289 290
## -0.8492707833 -0.8719775009 -0.8946842185 -0.9173909361 -0.9400976537
## 291 292 293 294 295
## -0.9628043713 -0.9855110889 -1.0082178065 -1.0309245241 -1.0536312417
## 296 297 298 299 300
## -1.0763379593 -1.0990446769 -1.1217513945 -1.1444581121 -1.1671648297
## 301 302 303 304 305
## -1.1898715473 -1.2125782649 -1.2352849824 1.2733867061 1.2249981111
## 306 307 308 309 310
## 1.1766095162 1.1282209213 1.0798323263 1.0314437314 0.9830551364
## 311 312 313 314 315
## 0.9346665415 0.8862779465 0.8378893516 0.7895007566 0.7411121617
## 316 317 318 319 320
## 0.6927235667 0.6443349718 0.5959463768 0.5475577819 0.4991691869
## 321 322 323 324 325
## 0.4507805920 0.4023919970 0.3540034021 0.3056148071 0.2572262122
## 326 327 328 329 330
## 0.2088376172 0.1604490223 0.1120604273 0.0636718324 0.0152832374
## 331 332 333 334 335
## -0.0331053575 -0.0814939525 -0.1298825474 -0.1782711423 -0.2266597373
## 336 337 338 339 340
## -0.2750483322 -0.3234369272 -0.3718255221 -0.4202141171 -0.4686027120
## 341 342 343 344 345
## -0.5169913070 -0.5653799019 -0.6137684969 -0.6621570918 -0.7105456868
## 346 347 348 349 350
## -0.7589342817 -0.8073228767 -0.8557114716 -0.9041000666 -0.9524886615
## 351 352 353 354 355
## -1.0008772565 -1.0492658514 -1.0976544464 -1.1460430413 -1.1944316363
## 356 357 358 359 360
## -1.2428202312 -1.2912088262 -1.3395974211 -1.3879860161 -1.4363746110
## 361 362 363 364 365
## -1.4847632059 -1.5331518009 -1.5815403958 -1.6299289908 -1.6783175857
## 366 367 368 369 370
## -1.7267061807 -1.7750947756 -1.8234833706 -1.8718719655 -1.9202605605
## 371 372 373 374 375
## -1.9686491554 -2.0170377504 -2.0654263453 -2.1138149403 -2.1622035352
## 376 377 378 379 380
## -2.2105921302 -2.2589807251 -2.3073693201 -2.3557579150 -2.4041465100
## 381 382 383 384 385
## -2.4525351049 -2.5009236999 -2.5493122948 -2.5977008898 -2.6460894847
## 386 387 388 389 390
## -2.6944780797 -2.7428666746 -2.7912552695 -2.8396438645 -2.8880324594
## 391 392 393 394 395
## -2.9364210544 -2.9848096493 -3.0331982443 -3.0815868392 -3.1299754342
## 396 397 398 399 400
## -3.1783640291 -3.2267526241 -3.2751412190 -3.3235298140 -3.3719184089
## 401 402 403 404 405
## -3.4203070039 -3.4686955988 -3.5170841938 -3.5654727887 1.5113866349
## 406 407 408 409 410
## 1.4373161626 1.3632456903 1.2891752180 1.2151047457 1.1410342735
## 411 412 413 414 415
## 1.0669638012 0.9928933289 0.9188228566 0.8447523843 0.7706819120
## 416 417 418 419 420
## 0.6966114397 0.6225409674 0.5484704951 0.4744000228 0.4003295505
## 421 422 423 424 425
## 0.3262590782 0.2521886059 0.1781181336 0.1040476613 0.0299771890
## 426 427 428 429 430
## -0.0440932833 -0.1181637556 -0.1922342279 -0.2663047002 -0.3403751725
## 431 432 433 434 435
## -0.4144456448 -0.4885161171 -0.5625865894 -0.6366570617 -0.7107275340
## 436 437 438 439 440
## -0.7847980063 -0.8588684786 -0.9329389509 -1.0070094232 -1.0810798955
## 441 442 443 444 445
## -1.1551503678 -1.2292208401 -1.3032913124 -1.3773617847 -1.4514322570
## 446 447 448 449 450
## -1.5255027293 -1.5995732016 -1.6736436739 -1.7477141462 -1.8217846185
## 451 452 453 454 455
## -1.8958550908 -1.9699255631 -2.0439960354 -2.1180665077 -2.1921369800
## 456 457 458 459 460
## -2.2662074523 -2.3402779246 -2.4143483969 -2.4884188692 -2.5624893415
## 461 462 463 464 465
## -2.6365598138 -2.7106302861 -2.7847007584 -2.8587712307 -2.9328417030
## 466 467 468 469 470
## -3.0069121753 -3.0809826476 -3.1550531199 -3.2291235922 -3.3031940645
## 471 472 473 474 475
## -3.3772645368 -3.4513350091 -3.5254054814 -3.5994759537 -3.6735464260
## 476 477 478 479 480
## -3.7476168983 -3.8216873706 -3.8957578429 -3.9698283152 -4.0438987875
## 481 482 483 484 485
## -4.1179692598 -4.1920397321 -4.2661102044 -4.3401806767 -4.4142511490
## 486 487 488 489 490
## -4.4883216213 -4.5623920936 -4.6364625659 -4.7105330382 -4.7846035105
## 491 492 493 494 495
## -4.8586739828 -4.9327444551 -5.0068149274 -5.0808853997 -5.1549558720
## 496 497 498 499 500
## -5.2290263443 -5.3030968166 -5.3771672889 -5.4512377612 -5.5253082335
## 501 502 503 504 505
## -5.5993787058 -5.6734491781 -5.7475196504 -5.8215901227 -5.8956605950
## 506 507 508 509 510
## 1.7493865638 1.6496342141 1.5498818645 1.4501295148 1.3503771652
## 511 512 513 514 515
## 1.2506248155 1.1508724659 1.0511201162 0.9513677666 0.8516154169
## 516 517 518 519 520
## 0.7518630673 0.6521107176 0.5523583680 0.4526060183 0.3528536687
## 521 522 523 524 525
## 0.2531013190 0.1533489694 0.0535966197 -0.0461557299 -0.1459080796
## 526 527 528 529 530
## -0.2456604292 -0.3454127789 -0.4451651285 -0.5449174782 -0.6446698278
## 531 532 533 534 535
## -0.7444221775 -0.8441745271 -0.9439268768 -1.0436792264 -1.1434315761
## 536 537 538 539 540
## -1.2431839257 -1.3429362754 -1.4426886250 -1.5424409747 -1.6421933243
## 541 542 543 544 545
## -1.7419456740 -1.8416980236 -1.9414503733 -2.0412027229 -2.1409550726
## 546 547 548 549 550
## -2.2407074222 -2.3404597719 -2.4402121215 -2.5399644712 -2.6397168208
## 551 552 553 554 555
## -2.7394691705 -2.8392215201 -2.9389738698 -3.0387262194 -3.1384785691
## 556 557 558 559 560
## -3.2382309187 -3.3379832684 -3.4377356180 -3.5374879677 -3.6372403173
## 561 562 563 564 565
## -3.7369926670 -3.8367450166 -3.9364973663 -4.0362497159 -4.1360020656
## 566 567 568 569 570
## -4.2357544152 -4.3355067649 -4.4352591145 -4.5350114642 -4.6347638138
## 571 572 573 574 575
## -4.7345161635 -4.8342685131 -4.9340208628 -5.0337732124 -5.1335255621
## 576 577 578 579 580
## -5.2332779117 -5.3330302614 -5.4327826110 -5.5325349607 -5.6322873103
## 581 582 583 584 585
## -5.7320396600 -5.8317920096 -5.9315443593 -6.0312967089 -6.1310490586
## 586 587 588 589 590
## -6.2308014082 -6.3305537579 -6.4303061075 -6.5300584572 -6.6298108068
## 591 592 593 594 595
## -6.7295631565 -6.8293155061 -6.9290678558 -7.0288202054 -7.1285725551
## 596 597 598 599 600
## -7.2283249047 -7.3280772544 -7.4278296040 -7.5275819537 -7.6273343033
## 601 602 603 604 605
## -7.7270866530 -7.8268390026 -7.9265913523 -8.0263437019 -8.1260960516
## 606 607 608 609 610
## -8.2258484012 -0.6580365875 -0.6192195112 -0.5804024348 -0.5415853584
## 611 612 613 614 615
## -0.5027682821 -0.4639512057 -0.4251341293 -0.3863170530 -0.3474999766
## 616 617 618 619 620
## -0.3086829002 -0.2698658238 -0.2310487475 -0.1922316711 -0.1534145947
## 621 622 623 624 625
## -0.1145975184 -0.0757804420 -0.0369633656 0.0018537107 0.0406707871
## 626 627 628 629 630
## 0.0794878635 0.1183049398 0.1571220162 0.1959390926 0.2347561689
## 631 632 633 634 635
## 0.2735732453 0.3123903217 0.3512073980 0.3900244744 0.4288415508
## 636 637 638 639 640
## 0.4676586271 0.5064757035 0.5452927799 0.5841098563 0.6229269326
## 641 642 643 644 645
## 0.6617440090 0.7005610854 0.7393781617 0.7781952381 0.8170123145
## 646 647 648 649 650
## 0.8558293908 0.8946464672 0.9334635436 0.9722806199 1.0110976963
## 651 652 653 654 655
## 1.0499147727 1.0887318490 1.1275489254 1.1663660018 1.2051830781
## 656 657 658 659 660
## 1.2440001545 1.2828172309 1.3216343073 1.3604513836 1.3992684600
## 661 662 663 664 665
## 1.4380855364 1.4769026127 1.5157196891 1.5545367655 1.5933538418
## 666 667 668 669 670
## 1.6321709182 1.6709879946 1.7098050709 1.7486221473 1.7874392237
## 671 672 673 674 675
## 1.8262563000 1.8650733764 1.9038904528 1.9427075291 1.9815246055
## 676 677 678 679 680
## 2.0203416819 2.0591587583 2.0979758346 2.1367929110 2.1756099874
## 681 682 683 684 685
## 2.2144270637 2.2532441401 2.2920612165 2.3308782928 2.3696953692
## 686 687 688 689 690
## 2.4085124456 2.4473295219 2.4861465983 2.5249636747 2.5637807510
## 691 692 693 694 695
## 2.6025978274 2.6414149038 2.6802319801 2.7190490565 2.7578661329
## 696 697 698 699 700
## 2.7966832093 2.8355002856 2.8743173620 2.9131344384 2.9519515147
## 701 702 703 704 705
## 2.9907685911 3.0295856675 3.0684027438 3.1072198202 3.1460368966
## 706 707 708 709 710
## 3.1848539729 3.2236710493 -0.5854890093 -0.5628346394 -0.5401802696
## 711 712 713 714 715
## -0.5175258997 -0.4948715299 -0.4722171600 -0.4495627902 -0.4269084203
## 716 717 718 719 720
## -0.4042540505 -0.3815996806 -0.3589453107 -0.3362909409 -0.3136365710
## 721 722 723 724 725
## -0.2909822012 -0.2683278313 -0.2456734615 -0.2230190916 -0.2003647218
## 726 727 728 729 730
## -0.1777103519 -0.1550559820 -0.1324016122 -0.1097472423 -0.0870928725
## 731 732 733 734 735
## -0.0644385026 -0.0417841328 -0.0191297629 0.0035246069 0.0261789768
## 736 737 738 739 740
## 0.0488333467 0.0714877165 0.0941420864 0.1167964562 0.1394508261
## 741 742 743 744 745
## 0.1621051959 0.1847595658 0.2074139356 0.2300683055 0.2527226753
## 746 747 748 749 750
## 0.2753770452 0.2980314151 0.3206857849 0.3433401548 0.3659945246
## 751 752 753 754 755
## 0.3886488945 0.4113032643 0.4339576342 0.4566120040 0.4792663739
## 756 757 758 759 760
## 0.5019207438 0.5245751136 0.5472294835 0.5698838533 0.5925382232
## 761 762 763 764 765
## 0.6151925930 0.6378469629 0.6605013327 0.6831557026 0.7058100725
## 766 767 768 769 770
## 0.7284644423 0.7511188122 0.7737731820 0.7964275519 0.8190819217
## 771 772 773 774 775
## 0.8417362916 0.8643906614 0.8870450313 0.9096994012 0.9323537710
## 776 777 778 779 780
## 0.9550081409 0.9776625107 1.0003168806 1.0229712504 1.0456256203
## 781 782 783 784 785
## 1.0682799901 1.0909343600 1.1135887299 1.1362430997 1.1588974696
## 786 787 788 789 790
## 1.1815518394 1.2042062093 1.2268605791 1.2495149490 1.2721693188
## 791 792 793 794 795
## 1.2948236887 1.3174780586 1.3401324284 1.3627867983 1.3854411681
## 796 797 798 799 800
## 1.4080955380 1.4307499078 1.4534042777 1.4760586475 1.4987130174
## 801 802 803 804 805
## 1.5213673873 1.5440217571 1.5666761270 1.5893304968 1.6119848667
## 806 807 808 809 810
## 1.6346392365 1.6572936064 1.6799479762 -0.5129414311 -0.5064497677
## 811 812 813 814 815
## -0.4999581044 -0.4934664410 -0.4869747777 -0.4804831144 -0.4739914510
## 816 817 818 819 820
## -0.4674997877 -0.4610081243 -0.4545164610 -0.4480247976 -0.4415331343
## 821 822 823 824 825
## -0.4350414710 -0.4285498076 -0.4220581443 -0.4155664809 -0.4090748176
## 826 827 828 829 830
## -0.4025831542 -0.3960914909 -0.3895998276 -0.3831081642 -0.3766165009
## 831 832 833 834 835
## -0.3701248375 -0.3636331742 -0.3571415108 -0.3506498475 -0.3441581842
## 836 837 838 839 840
## -0.3376665208 -0.3311748575 -0.3246831941 -0.3181915308 -0.3116998675
## 841 842 843 844 845
## -0.3052082041 -0.2987165408 -0.2922248774 -0.2857332141 -0.2792415507
## 846 847 848 849 850
## -0.2727498874 -0.2662582241 -0.2597665607 -0.2532748974 -0.2467832340
## 851 852 853 854 855
## -0.2402915707 -0.2337999073 -0.2273082440 -0.2208165807 -0.2143249173
## 856 857 858 859 860
## -0.2078332540 -0.2013415906 -0.1948499273 -0.1883582639 -0.1818666006
## 861 862 863 864 865
## -0.1753749373 -0.1688832739 -0.1623916106 -0.1558999472 -0.1494082839
## 866 867 868 869 870
## -0.1429166205 -0.1364249572 -0.1299332939 -0.1234416305 -0.1169499672
## 871 872 873 874 875
## -0.1104583038 -0.1039666405 -0.0974749771 -0.0909833138 -0.0844916505
## 876 877 878 879 880
## -0.0779999871 -0.0715083238 -0.0650166604 -0.0585249971 -0.0520333338
## 881 882 883 884 885
## -0.0455416704 -0.0390500071 -0.0325583437 -0.0260666804 -0.0195750170
## 886 887 888 889 890
## -0.0130833537 -0.0065916904 -0.0001000270 0.0063916363 0.0128832997
## 891 892 893 894 895
## 0.0193749630 0.0258666264 0.0323582897 0.0388499530 0.0453416164
## 896 897 898 899 900
## 0.0518332797 0.0583249431 0.0648166064 0.0713082698 0.0777999331
## 901 902 903 904 905
## 0.0842915964 0.0907832598 0.0972749231 0.1037665865 0.1102582498
## 906 907 908 909 910
## 0.1167499132 0.1232415765 0.1297332398 0.1362249032 -0.4403938528
## 911 912 913 914 915
## -0.4500648960 -0.4597359392 -0.4694069824 -0.4790780255 -0.4887490687
## 916 917 918 919 920
## -0.4984201119 -0.5080911550 -0.5177621982 -0.5274332414 -0.5371042845
## 921 922 923 924 925
## -0.5467753277 -0.5564463709 -0.5661174141 -0.5757884572 -0.5854595004
## 926 927 928 929 930
## -0.5951305436 -0.6048015867 -0.6144726299 -0.6241436731 -0.6338147162
## 931 932 933 934 935
## -0.6434857594 -0.6531568026 -0.6628278458 -0.6724988889 -0.6821699321
## 936 937 938 939 940
## -0.6918409753 -0.7015120184 -0.7111830616 -0.7208541048 -0.7305251480
## 941 942 943 944 945
## -0.7401961911 -0.7498672343 -0.7595382775 -0.7692093206 -0.7788803638
## 946 947 948 949 950
## -0.7885514070 -0.7982224501 -0.8078934933 -0.8175645365 -0.8272355797
## 951 952 953 954 955
## -0.8369066228 -0.8465776660 -0.8562487092 -0.8659197523 -0.8755907955
## 956 957 958 959 960
## -0.8852618387 -0.8949328818 -0.9046039250 -0.9142749682 -0.9239460114
## 961 962 963 964 965
## -0.9336170545 -0.9432880977 -0.9529591409 -0.9626301840 -0.9723012272
## 966 967 968 969 970
## -0.9819722704 -0.9916433136 -1.0013143567 -1.0109853999 -1.0206564431
## 971 972 973 974 975
## -1.0303274862 -1.0399985294 -1.0496695726 -1.0593406157 -1.0690116589
## 976 977 978 979 980
## -1.0786827021 -1.0883537453 -1.0980247884 -1.1076958316 -1.1173668748
## 981 982 983 984 985
## -1.1270379179 -1.1367089611 -1.1463800043 -1.1560510474 -1.1657220906
## 986 987 988 989 990
## -1.1753931338 -1.1850641770 -1.1947352201 -1.2044062633 -1.2140773065
## 991 992 993 994 995
## -1.2237483496 -1.2334193928 -1.2430904360 -1.2527614792 -1.2624325223
## 996 997 998 999 1000
## -1.2721035655 -1.2817746087 -1.2914456518 -1.3011166950 -1.3107877382
## 1001 1002 1003 1004 1005
## -1.3204587813 -1.3301298245 -1.3398008677 -1.3494719109 -1.3591429540
## 1006 1007 1008 1009 1010
## -1.3688139972 -1.3784850404 -1.3881560835 -1.3978271267 -1.4074981699
## 1011 1012 1013 1014 1015
## -0.3678462746 -0.3936800243 -0.4195137740 -0.4453475237 -0.4711812733
## 1016 1017 1018 1019 1020
## -0.4970150230 -0.5228487727 -0.5486825224 -0.5745162721 -0.6003500218
## 1021 1022 1023 1024 1025
## -0.6261837714 -0.6520175211 -0.6778512708 -0.7036850205 -0.7295187702
## 1026 1027 1028 1029 1030
## -0.7553525199 -0.7811862695 -0.8070200192 -0.8328537689 -0.8586875186
## 1031 1032 1033 1034 1035
## -0.8845212683 -0.9103550180 -0.9361887676 -0.9620225173 -0.9878562670
## 1036 1037 1038 1039 1040
## -1.0136900167 -1.0395237664 -1.0653575161 -1.0911912657 -1.1170250154
## 1041 1042 1043 1044 1045
## -1.1428587651 -1.1686925148 -1.1945262645 -1.2203600142 -1.2461937638
## 1046 1047 1048 1049 1050
## -1.2720275135 -1.2978612632 -1.3236950129 -1.3495287626 -1.3753625123
## 1051 1052 1053 1054 1055
## -1.4011962619 -1.4270300116 -1.4528637613 -1.4786975110 -1.5045312607
## 1056 1057 1058 1059 1060
## -1.5303650104 -1.5561987600 -1.5820325097 -1.6078662594 -1.6337000091
## 1061 1062 1063 1064 1065
## -1.6595337588 -1.6853675085 -1.7112012581 -1.7370350078 -1.7628687575
## 1066 1067 1068 1069 1070
## -1.7887025072 -1.8145362569 -1.8403700066 -1.8662037562 -1.8920375059
## 1071 1072 1073 1074 1075
## -1.9178712556 -1.9437050053 -1.9695387550 -1.9953725047 -2.0212062543
## 1076 1077 1078 1079 1080
## -2.0470400040 -2.0728737537 -2.0987075034 -2.1245412531 -2.1503750028
## 1081 1082 1083 1084 1085
## -2.1762087524 -2.2020425021 -2.2278762518 -2.2537100015 -2.2795437512
## 1086 1087 1088 1089 1090
## -2.3053775009 -2.3312112505 -2.3570450002 -2.3828787499 -2.4087124996
## 1091 1092 1093 1094 1095
## -2.4345462493 -2.4603799990 -2.4862137486 -2.5120474983 -2.5378812480
## 1096 1097 1098 1099 1100
## -2.5637149977 -2.5895487474 -2.6153824971 -2.6412162467 -2.6670499964
## 1101 1102 1103 1104 1105
## -2.6928837461 -2.7187174958 -2.7445512455 -2.7703849952 -2.7962187448
## 1106 1107 1108 1109 1110
## -2.8220524945 -2.8478862442 -2.8737199939 -2.8995537436 -2.9253874933
## 1111 1112 1113 1114 1115
## -2.9512212429 -0.2952986964 -0.3372951526 -0.3792916088 -0.4212880650
## 1116 1117 1118 1119 1120
## -0.4632845212 -0.5052809774 -0.5472774336 -0.5892738898 -0.6312703459
## 1121 1122 1123 1124 1125
## -0.6732668021 -0.7152632583 -0.7572597145 -0.7992561707 -0.8412526269
## 1126 1127 1128 1129 1130
## -0.8832490831 -0.9252455393 -0.9672419955 -1.0092384517 -1.0512349079
## 1131 1132 1133 1134 1135
## -1.0932313641 -1.1352278203 -1.1772242765 -1.2192207327 -1.2612171889
## 1136 1137 1138 1139 1140
## -1.3032136451 -1.3452101013 -1.3872065575 -1.4292030137 -1.4711994699
## 1141 1142 1143 1144 1145
## -1.5131959261 -1.5551923823 -1.5971888385 -1.6391852947 -1.6811817509
## 1146 1147 1148 1149 1150
## -1.7231782070 -1.7651746632 -1.8071711194 -1.8491675756 -1.8911640318
## 1151 1152 1153 1154 1155
## -1.9331604880 -1.9751569442 -2.0171534004 -2.0591498566 -2.1011463128
## 1156 1157 1158 1159 1160
## -2.1431427690 -2.1851392252 -2.2271356814 -2.2691321376 -2.3111285938
## 1161 1162 1163 1164 1165
## -2.3531250500 -2.3951215062 -2.4371179624 -2.4791144186 -2.5211108748
## 1166 1167 1168 1169 1170
## -2.5631073310 -2.6051037872 -2.6471002434 -2.6890966996 -2.7310931558
## 1171 1172 1173 1174 1175
## -2.7730896120 -2.8150860682 -2.8570825243 -2.8990789805 -2.9410754367
## 1176 1177 1178 1179 1180
## -2.9830718929 -3.0250683491 -3.0670648053 -3.1090612615 -3.1510577177
## 1181 1182 1183 1184 1185
## -3.1930541739 -3.2350506301 -3.2770470863 -3.3190435425 -3.3610399987
## 1186 1187 1188 1189 1190
## -3.4030364549 -3.4450329111 -3.4870293673 -3.5290258235 -3.5710222797
## 1191 1192 1193 1194 1195
## -3.6130187359 -3.6550151921 -3.6970116483 -3.7390081045 -3.7810045607
## 1196 1197 1198 1199 1200
## -3.8230010169 -3.8649974731 -3.9069939293 -3.9489903854 -3.9909868416
## 1201 1202 1203 1204 1205
## -4.0329832978 -4.0749797540 -4.1169762102 -4.1589726664 -4.2009691226
## 1206 1207 1208 1209 1210
## -4.2429655788 -4.2849620350 -4.3269584912 -4.3689549474 -4.4109514036
## 1211 1212 1213 1214 1215
## -4.4529478598 -4.4949443160 -0.4474529008 -0.4032660086 -0.3590791164
## 1216 1217 1218 1219 1220
## -0.3148922243 -0.2707053321 -0.2265184399 -0.1823315478 -0.1381446556
## 1221 1222 1223 1224 1225
## -0.0939577635 -0.0497708713 -0.0055839791 0.0386029130 0.0827898052
## 1226 1227 1228 1229 1230
## 0.1269766973 0.1711635895 0.2153504817 0.2595373738 0.3037242660
## 1231 1232 1233 1234 1235
## 0.3479111582 0.3920980503 0.4362849425 0.4804718346 0.5246587268
## 1236 1237 1238 1239 1240
## 0.5688456190 0.6130325111 0.6572194033 0.7014062955 0.7455931876
## 1241 1242 1243 1244 1245
## 0.7897800798 0.8339669719 0.8781538641 0.9223407563 0.9665276484
## 1246 1247 1248 1249 1250
## 1.0107145406 1.0549014328 1.0990883249 1.1432752171 1.1874621092
## 1251 1252 1253 1254 1255
## 1.2316490014 1.2758358936 1.3200227857 1.3642096779 1.4083965700
## 1256 1257 1258 1259 1260
## 1.4525834622 1.4967703544 1.5409572465 1.5851441387 1.6293310309
## 1261 1262 1263 1264 1265
## 1.6735179230 1.7177048152 1.7618917073 1.8060785995 1.8502654917
## 1266 1267 1268 1269 1270
## 1.8944523838 1.9386392760 1.9828261682 2.0270130603 2.0711999525
## 1271 1272 1273 1274 1275
## 2.1153868446 2.1595737368 2.2037606290 2.2479475211 2.2921344133
## 1276 1277 1278 1279 1280
## 2.3363213055 2.3805081976 2.4246950898 2.4688819819 2.5130688741
## 1281 1282 1283 1284 1285
## 2.5572557663 2.6014426584 2.6456295506 2.6898164427 2.7340033349
## 1286 1287 1288 1289 1290
## 2.7781902271 2.8223771192 2.8665640114 2.9107509036 2.9549377957
## 1291 1292 1293 1294 1295
## 2.9991246879 3.0433115800 3.0874984722 3.1316853644 3.1758722565
## 1296 1297 1298 1299 1300
## 3.2200591487 3.2642460409 3.3084329330 3.3526198252 3.3968067173
## 1301 1302 1303 1304 1305
## 3.4409936095 3.4851805017 3.5293673938 3.5735542860 3.6177411782
## 1306 1307 1308 1309 1310
## 3.6619280703 3.7061149625 3.7503018546 3.7944887468 3.8386756390
## 1311 1312 1313 1314 1315
## 3.8828625311 3.9270494233 3.9712363154 -0.2240498896 -0.2035494103
## 1316 1317 1318 1319 1320
## -0.1830489311 -0.1625484519 -0.1420479727 -0.1215474934 -0.1010470142
## 1321 1322 1323 1324 1325
## -0.0805465350 -0.0600460558 -0.0395455765 -0.0190450973 0.0014553819
## 1326 1327 1328 1329 1330
## 0.0219558611 0.0424563404 0.0629568196 0.0834572988 0.1039577780
## 1331 1332 1333 1334 1335
## 0.1244582573 0.1449587365 0.1654592157 0.1859596949 0.2064601742
## 1336 1337 1338 1339 1340
## 0.2269606534 0.2474611326 0.2679616118 0.2884620911 0.3089625703
## 1341 1342 1343 1344 1345
## 0.3294630495 0.3499635287 0.3704640080 0.3909644872 0.4114649664
## 1346 1347 1348 1349 1350
## 0.4319654456 0.4524659248 0.4729664041 0.4934668833 0.5139673625
## 1351 1352 1353 1354 1355
## 0.5344678417 0.5549683210 0.5754688002 0.5959692794 0.6164697586
## 1356 1357 1358 1359 1360
## 0.6369702379 0.6574707171 0.6779711963 0.6984716755 0.7189721548
## 1361 1362 1363 1364 1365
## 0.7394726340 0.7599731132 0.7804735924 0.8009740717 0.8214745509
## 1366 1367 1368 1369 1370
## 0.8419750301 0.8624755093 0.8829759886 0.9034764678 0.9239769470
## 1371 1372 1373 1374 1375
## 0.9444774262 0.9649779055 0.9854783847 1.0059788639 1.0264793431
## 1376 1377 1378 1379 1380
## 1.0469798224 1.0674803016 1.0879807808 1.1084812600 1.1289817393
## 1381 1382 1383 1384 1385
## 1.1494822185 1.1699826977 1.1904831769 1.2109836562 1.2314841354
## 1386 1387 1388 1389 1390
## 1.2519846146 1.2724850938 1.2929855731 1.3134860523 1.3339865315
## 1391 1392 1393 1394 1395
## 1.3544870107 1.3749874900 1.3954879692 1.4159884484 1.4364889276
## 1396 1397 1398 1399 1400
## 1.4569894069 1.4774898861 1.4979903653 1.5184908445 1.5389913238
## 1401 1402 1403 1404 1405
## 1.5594918030 1.5799922822 1.6004927614 1.6209932407 1.6414937199
## 1406 1407 1408 1409 1410
## 1.6619941991 1.6824946783 1.7029951576 1.7234956368 1.7439961160
## 1411 1412 1413 1414 1415
## 1.7644965952 1.7849970745 1.8054975537 1.8259980329 -0.0006468784
## 1416 1417 1418 1419 1420
## -0.0038328121 -0.0070187458 -0.0102046795 -0.0133906132 -0.0165765469
## 1421 1422 1423 1424 1425
## -0.0197624807 -0.0229484144 -0.0261343481 -0.0293202818 -0.0325062155
## 1426 1427 1428 1429 1430
## -0.0356921492 -0.0388780829 -0.0420640166 -0.0452499504 -0.0484358841
## 1431 1432 1433 1434 1435
## -0.0516218178 -0.0548077515 -0.0579936852 -0.0611796189 -0.0643655526
## 1436 1437 1438 1439 1440
## -0.0675514863 -0.0707374201 -0.0739233538 -0.0771092875 -0.0802952212
## 1441 1442 1443 1444 1445
## -0.0834811549 -0.0866670886 -0.0898530223 -0.0930389560 -0.0962248898
## 1446 1447 1448 1449 1450
## -0.0994108235 -0.1025967572 -0.1057826909 -0.1089686246 -0.1121545583
## 1451 1452 1453 1454 1455
## -0.1153404920 -0.1185264257 -0.1217123595 -0.1248982932 -0.1280842269
## 1456 1457 1458 1459 1460
## -0.1312701606 -0.1344560943 -0.1376420280 -0.1408279617 -0.1440138954
## 1461 1462 1463 1464 1465
## -0.1471998292 -0.1503857629 -0.1535716966 -0.1567576303 -0.1599435640
## 1466 1467 1468 1469 1470
## -0.1631294977 -0.1663154314 -0.1695013651 -0.1726872989 -0.1758732326
## 1471 1472 1473 1474 1475
## -0.1790591663 -0.1822451000 -0.1854310337 -0.1886169674 -0.1918029011
## 1476 1477 1478 1479 1480
## -0.1949888348 -0.1981747686 -0.2013607023 -0.2045466360 -0.2077325697
## 1481 1482 1483 1484 1485
## -0.2109185034 -0.2141044371 -0.2172903708 -0.2204763045 -0.2236622383
## 1486 1487 1488 1489 1490
## -0.2268481720 -0.2300341057 -0.2332200394 -0.2364059731 -0.2395919068
## 1491 1492 1493 1494 1495
## -0.2427778405 -0.2459637742 -0.2491497080 -0.2523356417 -0.2555215754
## 1496 1497 1498 1499 1500
## -0.2587075091 -0.2618934428 -0.2650793765 -0.2682653102 -0.2714512439
## 1501 1502 1503 1504 1505
## -0.2746371777 -0.2778231114 -0.2810090451 -0.2841949788 -0.2873809125
## 1506 1507 1508 1509 1510
## -0.2905668462 -0.2937527799 -0.2969387136 -0.3001246474 -0.3033105811
## 1511 1512 1513 1514 1515
## -0.3064965148 -0.3096824485 -0.3128683822 -0.3160543159 -0.3192402496
## 1516 1517 1518 1519 1520
## 0.2227561328 0.1958837862 0.1690114395 0.1421390929 0.1152667462
## 1521 1522 1523 1524 1525
## 0.0883943996 0.0615220529 0.0346497063 0.0077773596 -0.0190949870
## 1526 1527 1528 1529 1530
## -0.0459673337 -0.0728396803 -0.0997120270 -0.1265843736 -0.1534567203
## 1531 1532 1533 1534 1535
## -0.1803290669 -0.2072014136 -0.2340737602 -0.2609461069 -0.2878184535
## 1536 1537 1538 1539 1540
## -0.3146908002 -0.3415631468 -0.3684354935 -0.3953078401 -0.4221801868
## 1541 1542 1543 1544 1545
## -0.4490525334 -0.4759248801 -0.5027972267 -0.5296695734 -0.5565419200
## 1546 1547 1548 1549 1550
## -0.5834142667 -0.6102866133 -0.6371589600 -0.6640313066 -0.6909036533
## 1551 1552 1553 1554 1555
## -0.7177759999 -0.7446483466 -0.7715206932 -0.7983930399 -0.8252653865
## 1556 1557 1558 1559 1560
## -0.8521377332 -0.8790100798 -0.9058824265 -0.9327547731 -0.9596271198
## 1561 1562 1563 1564 1565
## -0.9864994664 -1.0133718131 -1.0402441597 -1.0671165064 -1.0939888530
## 1566 1567 1568 1569 1570
## -1.1208611997 -1.1477335463 -1.1746058930 -1.2014782396 -1.2283505863
## 1571 1572 1573 1574 1575
## -1.2552229329 -1.2820952796 -1.3089676262 -1.3358399729 -1.3627123195
## 1576 1577 1578 1579 1580
## -1.3895846662 -1.4164570128 -1.4433293595 -1.4702017061 -1.4970740528
## 1581 1582 1583 1584 1585
## -1.5239463994 -1.5508187461 -1.5776910927 -1.6045634394 -1.6314357860
## 1586 1587 1588 1589 1590
## -1.6583081327 -1.6851804793 -1.7120528260 -1.7389251726 -1.7657975193
## 1591 1592 1593 1594 1595
## -1.7926698659 -1.8195422126 -1.8464145592 -1.8732869059 -1.9001592525
## 1596 1597 1598 1599 1600
## -1.9270315992 -1.9539039458 -1.9807762925 -2.0076486391 -2.0345209858
## 1601 1602 1603 1604 1605
## -2.0613933324 -2.0882656791 -2.1151380257 -2.1420103724 -2.1688827190
## 1606 1607 1608 1609 1610
## -2.1957550657 -2.2226274123 -2.2494997590 -2.2763721056 -2.3032444523
## 1611 1612 1613 1614 1615
## -2.3301167989 -2.3569891456 -2.3838614922 -2.4107338389 -2.4376061855
## 1616 1617 1618 1619 1620
## -2.4644785322 0.4461591440 0.3956003844 0.3450416248 0.2944828652
## 1621 1622 1623 1624 1625
## 0.2439241057 0.1933653461 0.1428065865 0.0922478269 0.0416890673
## 1626 1627 1628 1629 1630
## -0.0088696923 -0.0594284519 -0.1099872115 -0.1605459710 -0.2111047306
## 1631 1632 1633 1634 1635
## -0.2616634902 -0.3122222498 -0.3627810094 -0.4133397690 -0.4638985286
## 1636 1637 1638 1639 1640
## -0.5144572882 -0.5650160477 -0.6155748073 -0.6661335669 -0.7166923265
## 1641 1642 1643 1644 1645
## -0.7672510861 -0.8178098457 -0.8683686053 -0.9189273649 -0.9694861244
## 1646 1647 1648 1649 1650
## -1.0200448840 -1.0706036436 -1.1211624032 -1.1717211628 -1.2222799224
## 1651 1652 1653 1654 1655
## -1.2728386820 -1.3233974416 -1.3739562011 -1.4245149607 -1.4750737203
## 1656 1657 1658 1659 1660
## -1.5256324799 -1.5761912395 -1.6267499991 -1.6773087587 -1.7278675182
## 1661 1662 1663 1664 1665
## -1.7784262778 -1.8289850374 -1.8795437970 -1.9301025566 -1.9806613162
## 1666 1667 1668 1669 1670
## -2.0312200758 -2.0817788354 -2.1323375949 -2.1828963545 -2.2334551141
## 1671 1672 1673 1674 1675
## -2.2840138737 -2.3345726333 -2.3851313929 -2.4356901525 -2.4862489121
## 1676 1677 1678 1679 1680
## -2.5368076716 -2.5873664312 -2.6379251908 -2.6884839504 -2.7390427100
## 1681 1682 1683 1684 1685
## -2.7896014696 -2.8401602292 -2.8907189888 -2.9412777483 -2.9918365079
## 1686 1687 1688 1689 1690
## -3.0423952675 -3.0929540271 -3.1435127867 -3.1940715463 -3.2446303059
## 1691 1692 1693 1694 1695
## -3.2951890655 -3.3457478250 -3.3963065846 -3.4468653442 -3.4974241038
## 1696 1697 1698 1699 1700
## -3.5479828634 -3.5985416230 -3.6491003826 -3.6996591422 -3.7502179017
## 1701 1702 1703 1704 1705
## -3.8007766613 -3.8513354209 -3.9018941805 -3.9524529401 -4.0030116997
## 1706 1707 1708 1709 1710
## -4.0535704593 -4.1041292188 -4.1546879784 -4.2052467380 -4.2558054976
## 1711 1712 1713 1714 1715
## -4.3063642572 -4.3569230168 -4.4074817764 -4.4580405360 -4.5085992955
## 1716 1717 1718 1719 1720
## -4.5591580551 -4.6097168147 0.6695621552 0.5953169827 0.5210718101
## 1721 1722 1723 1724 1725
## 0.4468266376 0.3725814651 0.2983362926 0.2240911200 0.1498459475
## 1726 1727 1728 1729 1730
## 0.0756007750 0.0013556025 -0.0728895701 -0.1471347426 -0.2213799151
## 1731 1732 1733 1734 1735
## -0.2956250876 -0.3698702602 -0.4441154327 -0.5183606052 -0.5926057777
## 1736 1737 1738 1739 1740
## -0.6668509502 -0.7410961228 -0.8153412953 -0.8895864678 -0.9638316403
## 1741 1742 1743 1744 1745
## -1.0380768129 -1.1123219854 -1.1865671579 -1.2608123304 -1.3350575030
## 1746 1747 1748 1749 1750
## -1.4093026755 -1.4835478480 -1.5577930205 -1.6320381931 -1.7062833656
## 1751 1752 1753 1754 1755
## -1.7805285381 -1.8547737106 -1.9290188832 -2.0032640557 -2.0775092282
## 1756 1757 1758 1759 1760
## -2.1517544007 -2.2259995733 -2.3002447458 -2.3744899183 -2.4487350908
## 1761 1762 1763 1764 1765
## -2.5229802634 -2.5972254359 -2.6714706084 -2.7457157809 -2.8199609535
## 1766 1767 1768 1769 1770
## -2.8942061260 -2.9684512985 -3.0426964710 -3.1169416436 -3.1911868161
## 1771 1772 1773 1774 1775
## -3.2654319886 -3.3396771611 -3.4139223337 -3.4881675062 -3.5624126787
## 1776 1777 1778 1779 1780
## -3.6366578512 -3.7109030238 -3.7851481963 -3.8593933688 -3.9336385413
## 1781 1782 1783 1784 1785
## -4.0078837139 -4.0821288864 -4.1563740589 -4.2306192314 -4.3048644040
## 1786 1787 1788 1789 1790
## -4.3791095765 -4.4533547490 -4.5275999215 -4.6018450941 -4.6760902666
## 1791 1792 1793 1794 1795
## -4.7503354391 -4.8245806116 -4.8988257841 -4.9730709567 -5.0473161292
## 1796 1797 1798 1799 1800
## -5.1215613017 -5.1958064742 -5.2700516468 -5.3442968193 -5.4185419918
## 1801 1802 1803 1804 1805
## -5.4927871643 -5.5670323369 -5.6412775094 -5.7155226819 -5.7897678544
## 1806 1807 1808 1809 1810
## -5.8640130270 -5.9382581995 -6.0125033720 -6.0867485445 -6.1609937171
## 1811 1812 1813 1814 1815
## -6.2352388896 -6.3094840621 -6.3837292346 -6.4579744072 -6.5322195797
## 1816 1817 1818 1819 1820
## -6.6064647522 -6.6807099247 -6.7549550973 -0.9619748567 -0.9153154377
## 1821 1822 1823 1824 1825
## -0.8686560186 -0.8219965996 -0.7753371805 -0.7286777615 -0.6820183424
## 1826 1827 1828 1829 1830
## -0.6353589234 -0.5886995043 -0.5420400853 -0.4953806662 -0.4487212472
## 1831 1832 1833 1834 1835
## -0.4020618281 -0.3554024091 -0.3087429900 -0.2620835710 -0.2154241519
## 1836 1837 1838 1839 1840
## -0.1687647329 -0.1221053138 -0.0754458948 -0.0287864757 0.0178729433
## 1841 1842 1843 1844 1845
## 0.0645323624 0.1111917814 0.1578512005 0.2045106195 0.2511700386
## 1846 1847 1848 1849 1850
## 0.2978294576 0.3444888767 0.3911482957 0.4378077148 0.4844671338
## 1851 1852 1853 1854 1855
## 0.5311265529 0.5777859719 0.6244453910 0.6711048100 0.7177642290
## 1856 1857 1858 1859 1860
## 0.7644236481 0.8110830671 0.8577424862 0.9044019052 0.9510613243
## 1861 1862 1863 1864 1865
## 0.9977207433 1.0443801624 1.0910395814 1.1376990005 1.1843584195
## 1866 1867 1868 1869 1870
## 1.2310178386 1.2776772576 1.3243366767 1.3709960957 1.4176555148
## 1871 1872 1873 1874 1875
## 1.4643149338 1.5109743529 1.5576337719 1.6042931910 1.6509526100
## 1876 1877 1878 1879 1880
## 1.6976120291 1.7442714481 1.7909308672 1.8375902862 1.8842497053
## 1881 1882 1883 1884 1885
## 1.9309091243 1.9775685434 2.0242279624 2.0708873815 2.1175468005
## 1886 1887 1888 1889 1890
## 2.1642062196 2.2108656386 2.2575250577 2.3041844767 2.3508438958
## 1891 1892 1893 1894 1895
## 2.3975033148 2.4441627339 2.4908221529 2.5374815720 2.5841409910
## 1896 1897 1898 1899 1900
## 2.6308004101 2.6774598291 2.7241192482 2.7707786672 2.8174380863
## 1901 1902 1903 1904 1905
## 2.8640975053 2.9107569243 2.9574163434 3.0040757624 3.0507351815
## 1906 1907 1908 1909 1910
## 3.0973946005 3.1440540196 3.1907134386 3.2373728577 3.2840322767
## 1911 1912 1913 1914 1915
## 3.3306916958 3.3773511148 3.4240105339 3.4706699529 3.5173293720
## 1916 1917 1918 1919 1920
## 3.5639887910 3.6106482101 3.6573076291 3.7039670482 -0.8116965336
## 1921 1922 1923 1924 1925
## -0.7849807735 -0.7582650134 -0.7315492532 -0.7048334931 -0.6781177329
## 1926 1927 1928 1929 1930
## -0.6514019728 -0.6246862127 -0.5979704525 -0.5712546924 -0.5445389322
## 1931 1932 1933 1934 1935
## -0.5178231721 -0.4911074120 -0.4643916518 -0.4376758917 -0.4109601316
## 1936 1937 1938 1939 1940
## -0.3842443714 -0.3575286113 -0.3308128511 -0.3040970910 -0.2773813309
## 1941 1942 1943 1944 1945
## -0.2506655707 -0.2239498106 -0.1972340505 -0.1705182903 -0.1438025302
## 1946 1947 1948 1949 1950
## -0.1170867700 -0.0903710099 -0.0636552498 -0.0369394896 -0.0102237295
## 1951 1952 1953 1954 1955
## 0.0164920307 0.0432077908 0.0699235509 0.0966393111 0.1233550712
## 1956 1957 1958 1959 1960
## 0.1500708313 0.1767865915 0.2035023516 0.2302181118 0.2569338719
## 1961 1962 1963 1964 1965
## 0.2836496320 0.3103653922 0.3370811523 0.3637969124 0.3905126726
## 1966 1967 1968 1969 1970
## 0.4172284327 0.4439441929 0.4706599530 0.4973757131 0.5240914733
## 1971 1972 1973 1974 1975
## 0.5508072334 0.5775229936 0.6042387537 0.6309545138 0.6576702740
## 1976 1977 1978 1979 1980
## 0.6843860341 0.7111017942 0.7378175544 0.7645333145 0.7912490747
## 1981 1982 1983 1984 1985
## 0.8179648348 0.8446805949 0.8713963551 0.8981121152 0.9248278753
## 1986 1987 1988 1989 1990
## 0.9515436355 0.9782593956 1.0049751558 1.0316909159 1.0584066760
## 1991 1992 1993 1994 1995
## 1.0851224362 1.1118381963 1.1385539564 1.1652697166 1.1919854767
## 1996 1997 1998 1999 2000
## 1.2187012369 1.2454169970 1.2721327571 1.2988485173 1.3255642774
## 2001 2002 2003 2004 2005
## 1.3522800376 1.3789957977 1.4057115578 1.4324273180 1.4591430781
## 2006 2007 2008 2009 2010
## 1.4858588382 1.5125745984 1.5392903585 1.5660061187 1.5927218788
## 2011 2012 2013 2014 2015
## 1.6194376389 1.6461533991 1.6728691592 1.6995849193 1.7263006795
## 2016 2017 2018 2019 2020
## 1.7530164396 1.7797321998 1.8064479599 1.8331637200 1.8598794802
## 2021 2022 2023 2024 2025
## -0.6614182105 -0.6546461093 -0.6478740081 -0.6411019069 -0.6343298056
## 2026 2027 2028 2029 2030
## -0.6275577044 -0.6207856032 -0.6140135020 -0.6072414007 -0.6004692995
## 2031 2032 2033 2034 2035
## -0.5936971983 -0.5869250970 -0.5801529958 -0.5733808946 -0.5666087934
## 2036 2037 2038 2039 2040
## -0.5598366921 -0.5530645909 -0.5462924897 -0.5395203885 -0.5327482872
## 2041 2042 2043 2044 2045
## -0.5259761860 -0.5192040848 -0.5124319835 -0.5056598823 -0.4988877811
## 2046 2047 2048 2049 2050
## -0.4921156799 -0.4853435786 -0.4785714774 -0.4717993762 -0.4650272750
## 2051 2052 2053 2054 2055
## -0.4582551737 -0.4514830725 -0.4447109713 -0.4379388700 -0.4311667688
## 2056 2057 2058 2059 2060
## -0.4243946676 -0.4176225664 -0.4108504651 -0.4040783639 -0.3973062627
## 2061 2062 2063 2064 2065
## -0.3905341615 -0.3837620602 -0.3769899590 -0.3702178578 -0.3634457565
## 2066 2067 2068 2069 2070
## -0.3566736553 -0.3499015541 -0.3431294529 -0.3363573516 -0.3295852504
## 2071 2072 2073 2074 2075
## -0.3228131492 -0.3160410480 -0.3092689467 -0.3024968455 -0.2957247443
## 2076 2077 2078 2079 2080
## -0.2889526430 -0.2821805418 -0.2754084406 -0.2686363394 -0.2618642381
## 2081 2082 2083 2084 2085
## -0.2550921369 -0.2483200357 -0.2415479345 -0.2347758332 -0.2280037320
## 2086 2087 2088 2089 2090
## -0.2212316308 -0.2144595296 -0.2076874283 -0.2009153271 -0.1941432259
## 2091 2092 2093 2094 2095
## -0.1873711246 -0.1805990234 -0.1738269222 -0.1670548210 -0.1602827197
## 2096 2097 2098 2099 2100
## -0.1535106185 -0.1467385173 -0.1399664161 -0.1331943148 -0.1264222136
## 2101 2102 2103 2104 2105
## -0.1196501124 -0.1128780111 -0.1061059099 -0.0993338087 -0.0925617075
## 2106 2107 2108 2109 2110
## -0.0857896062 -0.0790175050 -0.0722454038 -0.0654733026 -0.0587012013
## 2111 2112 2113 2114 2115
## -0.0519291001 -0.0451569989 -0.0383848976 -0.0316127964 -0.0248406952
## 2116 2117 2118 2119 2120
## -0.0180685940 -0.0112964927 -0.0045243915 0.0022477097 0.0090198109
## 2121 2122 2123 2124 2125
## 0.0157919122 -0.5111398875 -0.5243114451 -0.5374830028 -0.5506545605
## 2126 2127 2128 2129 2130
## -0.5638261182 -0.5769976759 -0.5901692336 -0.6033407912 -0.6165123489
## 2131 2132 2133 2134 2135
## -0.6296839066 -0.6428554643 -0.6560270220 -0.6691985797 -0.6823701373
## 2136 2137 2138 2139 2140
## -0.6955416950 -0.7087132527 -0.7218848104 -0.7350563681 -0.7482279258
## 2141 2142 2143 2144 2145
## -0.7613994834 -0.7745710411 -0.7877425988 -0.8009141565 -0.8140857142
## 2146 2147 2148 2149 2150
## -0.8272572719 -0.8404288296 -0.8536003872 -0.8667719449 -0.8799435026
## 2151 2152 2153 2154 2155
## -0.8931150603 -0.9062866180 -0.9194581757 -0.9326297333 -0.9458012910
## 2156 2157 2158 2159 2160
## -0.9589728487 -0.9721444064 -0.9853159641 -0.9984875218 -1.0116590794
## 2161 2162 2163 2164 2165
## -1.0248306371 -1.0380021948 -1.0511737525 -1.0643453102 -1.0775168679
## 2166 2167 2168 2169 2170
## -1.0906884255 -1.1038599832 -1.1170315409 -1.1302030986 -1.1433746563
## 2171 2172 2173 2174 2175
## -1.1565462140 -1.1697177716 -1.1828893293 -1.1960608870 -1.2092324447
## 2176 2177 2178 2179 2180
## -1.2224040024 -1.2355755601 -1.2487471177 -1.2619186754 -1.2750902331
## 2181 2182 2183 2184 2185
## -1.2882617908 -1.3014333485 -1.3146049062 -1.3277764638 -1.3409480215
## 2186 2187 2188 2189 2190
## -1.3541195792 -1.3672911369 -1.3804626946 -1.3936342523 -1.4068058100
## 2191 2192 2193 2194 2195
## -1.4199773676 -1.4331489253 -1.4463204830 -1.4594920407 -1.4726635984
## 2196 2197 2198 2199 2200
## -1.4858351561 -1.4990067137 -1.5121782714 -1.5253498291 -1.5385213868
## 2201 2202 2203 2204 2205
## -1.5516929445 -1.5648645022 -1.5780360598 -1.5912076175 -1.6043791752
## 2206 2207 2208 2209 2210
## -1.6175507329 -1.6307222906 -1.6438938483 -1.6570654059 -1.6702369636
## 2211 2212 2213 2214 2215
## -1.6834085213 -1.6965800790 -1.7097516367 -1.7229231944 -1.7360947520
## 2216 2217 2218 2219 2220
## -1.7492663097 -1.7624378674 -1.7756094251 -1.7887809828 -1.8019525405
## 2221 2222 2223 2224 2225
## -1.8151240981 -1.8282956558 -0.3608615644 -0.3939767810 -0.4270919976
## 2226 2227 2228 2229 2230
## -0.4602072142 -0.4933224308 -0.5264376473 -0.5595528639 -0.5926680805
## 2231 2232 2233 2234 2235
## -0.6257832971 -0.6588985137 -0.6920137303 -0.7251289469 -0.7582441635
## 2236 2237 2238 2239 2240
## -0.7913593801 -0.8244745967 -0.8575898133 -0.8907050299 -0.9238202465
## 2241 2242 2243 2244 2245
## -0.9569354631 -0.9900506797 -1.0231658963 -1.0562811129 -1.0893963295
## 2246 2247 2248 2249 2250
## -1.1225115460 -1.1556267626 -1.1887419792 -1.2218571958 -1.2549724124
## 2251 2252 2253 2254 2255
## -1.2880876290 -1.3212028456 -1.3543180622 -1.3874332788 -1.4205484954
## 2256 2257 2258 2259 2260
## -1.4536637120 -1.4867789286 -1.5198941452 -1.5530093618 -1.5861245784
## 2261 2262 2263 2264 2265
## -1.6192397950 -1.6523550116 -1.6854702282 -1.7185854448 -1.7517006613
## 2266 2267 2268 2269 2270
## -1.7848158779 -1.8179310945 -1.8510463111 -1.8841615277 -1.9172767443
## 2271 2272 2273 2274 2275
## -1.9503919609 -1.9835071775 -2.0166223941 -2.0497376107 -2.0828528273
## 2276 2277 2278 2279 2280
## -2.1159680439 -2.1490832605 -2.1821984771 -2.2153136937 -2.2484289103
## 2281 2282 2283 2284 2285
## -2.2815441269 -2.3146593435 -2.3477745600 -2.3808897766 -2.4140049932
## 2286 2287 2288 2289 2290
## -2.4471202098 -2.4802354264 -2.5133506430 -2.5464658596 -2.5795810762
## 2291 2292 2293 2294 2295
## -2.6126962928 -2.6458115094 -2.6789267260 -2.7120419426 -2.7451571592
## 2296 2297 2298 2299 2300
## -2.7782723758 -2.8113875924 -2.8445028090 -2.8776180256 -2.9107332422
## 2301 2302 2303 2304 2305
## -2.9438484588 -2.9769636753 -3.0100788919 -3.0431941085 -3.0763093251
## 2306 2307 2308 2309 2310
## -3.1094245417 -3.1425397583 -3.1756549749 -3.2087701915 -3.2418854081
## 2311 2312 2313 2314 2315
## -3.2750006247 -3.3081158413 -3.3412310579 -3.3743462745 -3.4074614911
## 2316 2317 2318 2319 2320
## -3.4405767077 -3.4736919243 -3.5068071409 -3.5399223575 -3.5730375740
## 2321 2322 2323 2324 2325
## -3.6061527906 -3.6392680072 -3.6723832238 -0.2105832413 -0.2636421168
## 2326 2327 2328 2329 2330
## -0.3167009923 -0.3697598678 -0.4228187433 -0.4758776188 -0.5289364943
## 2331 2332 2333 2334 2335
## -0.5819953698 -0.6350542453 -0.6881131208 -0.7411719963 -0.7942308718
## 2336 2337 2338 2339 2340
## -0.8472897474 -0.9003486229 -0.9534074984 -1.0064663739 -1.0595252494
## 2341 2342 2343 2344 2345
## -1.1125841249 -1.1656430004 -1.2187018759 -1.2717607514 -1.3248196269
## 2346 2347 2348 2349 2350
## -1.3778785024 -1.4309373779 -1.4839962534 -1.5370551289 -1.5901140044
## 2351 2352 2353 2354 2355
## -1.6431728799 -1.6962317554 -1.7492906309 -1.8023495065 -1.8554083820
## 2356 2357 2358 2359 2360
## -1.9084672575 -1.9615261330 -2.0145850085 -2.0676438840 -2.1207027595
## 2361 2362 2363 2364 2365
## -2.1737616350 -2.2268205105 -2.2798793860 -2.3329382615 -2.3859971370
## 2366 2367 2368 2369 2370
## -2.4390560125 -2.4921148880 -2.5451737635 -2.5982326390 -2.6512915145
## 2371 2372 2373 2374 2375
## -2.7043503900 -2.7574092656 -2.8104681411 -2.8635270166 -2.9165858921
## 2376 2377 2378 2379 2380
## -2.9696447676 -3.0227036431 -3.0757625186 -3.1288213941 -3.1818802696
## 2381 2382 2383 2384 2385
## -3.2349391451 -3.2879980206 -3.3410568961 -3.3941157716 -3.4471746471
## 2386 2387 2388 2389 2390
## -3.5002335226 -3.5532923981 -3.6063512736 -3.6594101491 -3.7124690247
## 2391 2392 2393 2394 2395
## -3.7655279002 -3.8185867757 -3.8716456512 -3.9247045267 -3.9777634022
## 2396 2397 2398 2399 2400
## -4.0308222777 -4.0838811532 -4.1369400287 -4.1899989042 -4.2430577797
## 2401 2402 2403 2404 2405
## -4.2961166552 -4.3491755307 -4.4022344062 -4.4552932817 -4.5083521572
## 2406 2407 2408 2409 2410
## -4.5614110327 -4.6144699082 -4.6675287837 -4.7205876593 -4.7736465348
## 2411 2412 2413 2414 2415
## -4.8267054103 -4.8797642858 -4.9328231613 -4.9858820368 -5.0389409123
## 2416 2417 2418 2419 2420
## -5.0919997878 -5.1450586633 -5.1981175388 -5.2511764143 -5.3042352898
## 2421 2422 2423 2424 2425
## -5.3572941653 -5.4103530408 -5.4634119163 -5.5164707918 -0.1868982541
## 2426 2427 2428 2429 2430
## -0.1470915119 -0.1072847697 -0.0674780275 -0.0276712853 0.0121354569
## 2431 2432 2433 2434 2435
## 0.0519421991 0.0917489413 0.1315556835 0.1713624257 0.2111691679
## 2436 2437 2438 2439 2440
## 0.2509759101 0.2907826523 0.3305893945 0.3703961367 0.4102028789
## 2441 2442 2443 2444 2445
## 0.4500096211 0.4898163633 0.5296231055 0.5694298477 0.6092365899
## 2446 2447 2448 2449 2450
## 0.6490433321 0.6888500743 0.7286568165 0.7684635587 0.8082703009
## 2451 2452 2453 2454 2455
## 0.8480770431 0.8878837853 0.9276905275 0.9674972697 1.0073040119
## 2456 2457 2458 2459 2460
## 1.0471107541 1.0869174963 1.1267242385 1.1665309807 1.2063377229
## 2461 2462 2463 2464 2465
## 1.2461444651 1.2859512073 1.3257579495 1.3655646917 1.4053714339
## 2466 2467 2468 2469 2470
## 1.4451781761 1.4849849183 1.5247916605 1.5645984027 1.6044051449
## 2471 2472 2473 2474 2475
## 1.6442118871 1.6840186293 1.7238253715 1.7636321137 1.8034388559
## 2476 2477 2478 2479 2480
## 1.8432455981 1.8830523403 1.9228590825 1.9626658247 2.0024725669
## 2481 2482 2483 2484 2485
## 2.0422793091 2.0820860513 2.1218927935 2.1616995357 2.2015062779
## 2486 2487 2488 2489 2490
## 2.2413130201 2.2811197623 2.3209265045 2.3607332467 2.4005399889
## 2491 2492 2493 2494 2495
## 2.4403467311 2.4801534733 2.5199602155 2.5597669577 2.5995736999
## 2496 2497 2498 2499 2500
## 2.6393804421 2.6791871843 2.7189939265 2.7588006687 2.7986074109
## 2501 2502 2503 2504 2505
## 2.8384141531 2.8782208953 2.9180276375 2.9578343797 2.9976411219
## 2506 2507 2508 2509 2510
## 3.0374478641 3.0772546063 3.1170613485 3.1568680907 3.1966748329
## 2511 2512 2513 2514 2515
## 3.2364815751 3.2762883173 3.3160950595 3.3559018017 3.3957085439
## 2516 2517 2518 2519 2520
## 3.4355152861 3.4753220283 3.5151287705 3.5549355127 3.5947422549
## 2521 2522 2523 2524 2525
## 3.6345489971 3.6743557393 3.7141624815 3.7539692237 3.7937759659
## 2526 2527 2528 2529 2530
## 0.0014213376 0.0198860180 0.0383506984 0.0568153788 0.0752800592
## 2531 2532 2533 2534 2535
## 0.0937447395 0.1122094199 0.1306741003 0.1491387807 0.1676034611
## 2536 2537 2538 2539 2540
## 0.1860681415 0.2045328218 0.2229975022 0.2414621826 0.2599268630
## 2541 2542 2543 2544 2545
## 0.2783915434 0.2968562237 0.3153209041 0.3337855845 0.3522502649
## 2546 2547 2548 2549 2550
## 0.3707149453 0.3891796257 0.4076443060 0.4261089864 0.4445736668
## 2551 2552 2553 2554 2555
## 0.4630383472 0.4815030276 0.4999677079 0.5184323883 0.5368970687
## 2556 2557 2558 2559 2560
## 0.5553617491 0.5738264295 0.5922911098 0.6107557902 0.6292204706
## 2561 2562 2563 2564 2565
## 0.6476851510 0.6661498314 0.6846145118 0.7030791921 0.7215438725
## 2566 2567 2568 2569 2570
## 0.7400085529 0.7584732333 0.7769379137 0.7954025940 0.8138672744
## 2571 2572 2573 2574 2575
## 0.8323319548 0.8507966352 0.8692613156 0.8877259959 0.9061906763
## 2576 2577 2578 2579 2580
## 0.9246553567 0.9431200371 0.9615847175 0.9800493979 0.9985140782
## 2581 2582 2583 2584 2585
## 1.0169787586 1.0354434390 1.0539081194 1.0723727998 1.0908374801
## 2586 2587 2588 2589 2590
## 1.1093021605 1.1277668409 1.1462315213 1.1646962017 1.1831608821
## 2591 2592 2593 2594 2595
## 1.2016255624 1.2200902428 1.2385549232 1.2570196036 1.2754842840
## 2596 2597 2598 2599 2600
## 1.2939489643 1.3124136447 1.3308783251 1.3493430055 1.3678076859
## 2601 2602 2603 2604 2605
## 1.3862723662 1.4047370466 1.4232017270 1.4416664074 1.4601310878
## 2606 2607 2608 2609 2610
## 1.4785957682 1.4970604485 1.5155251289 1.5339898093 1.5524544897
## 2611 2612 2613 2614 2615
## 1.5709191701 1.5893838504 1.6078485308 1.6263132112 1.6447778916
## 2616 2617 2618 2619 2620
## 1.6632425720 1.6817072523 1.7001719327 1.7186366131 1.7371012935
## 2621 2622 2623 2624 2625
## 1.7555659739 1.7740306543 1.7924953346 1.8109600150 1.8294246954
## 2626 2627 2628 2629 2630
## 1.8478893758 0.1897409293 0.1868635479 0.1839861665 0.1811087850
## 2631 2632 2633 2634 2635
## 0.1782314036 0.1753540222 0.1724766407 0.1695992593 0.1667218778
## 2636 2637 2638 2639 2640
## 0.1638444964 0.1609671150 0.1580897335 0.1552123521 0.1523349707
## 2641 2642 2643 2644 2645
## 0.1494575892 0.1465802078 0.1437028263 0.1408254449 0.1379480635
## 2646 2647 2648 2649 2650
## 0.1350706820 0.1321933006 0.1293159192 0.1264385377 0.1235611563
## 2651 2652 2653 2654 2655
## 0.1206837749 0.1178063934 0.1149290120 0.1120516305 0.1091742491
## 2656 2657 2658 2659 2660
## 0.1062968677 0.1034194862 0.1005421048 0.0976647234 0.0947873419
## 2661 2662 2663 2664 2665
## 0.0919099605 0.0890325790 0.0861551976 0.0832778162 0.0804004347
## 2666 2667 2668 2669 2670
## 0.0775230533 0.0746456719 0.0717682904 0.0688909090 0.0660135275
## 2671 2672 2673 2674 2675
## 0.0631361461 0.0602587647 0.0573813832 0.0545040018 0.0516266204
## 2676 2677 2678 2679 2680
## 0.0487492389 0.0458718575 0.0429944761 0.0401170946 0.0372397132
## 2681 2682 2683 2684 2685
## 0.0343623317 0.0314849503 0.0286075689 0.0257301874 0.0228528060
## 2686 2687 2688 2689 2690
## 0.0199754246 0.0170980431 0.0142206617 0.0113432802 0.0084658988
## 2691 2692 2693 2694 2695
## 0.0055885174 0.0027111359 -0.0001662455 -0.0030436269 -0.0059210084
## 2696 2697 2698 2699 2700
## -0.0087983898 -0.0116757712 -0.0145531527 -0.0174305341 -0.0203079156
## 2701 2702 2703 2704 2705
## -0.0231852970 -0.0260626784 -0.0289400599 -0.0318174413 -0.0346948227
## 2706 2707 2708 2709 2710
## -0.0375722042 -0.0404495856 -0.0433269671 -0.0462043485 -0.0490817299
## 2711 2712 2713 2714 2715
## -0.0519591114 -0.0548364928 -0.0577138742 -0.0605912557 -0.0634686371
## 2716 2717 2718 2719 2720
## -0.0663460186 -0.0692234000 -0.0721007814 -0.0749781629 -0.0778555443
## 2721 2722 2723 2724 2725
## -0.0807329257 -0.0836103072 -0.0864876886 -0.0893650700 -0.0922424515
## 2726 2727 2728 2729 2730
## -0.0951198329 -0.0979972144 0.3780605210 0.3538410778 0.3296216345
## 2731 2732 2733 2734 2735
## 0.3054021913 0.2811827480 0.2569633048 0.2327438615 0.2085244183
## 2736 2737 2738 2739 2740
## 0.1843049750 0.1600855317 0.1358660885 0.1116466452 0.0874272020
## 2741 2742 2743 2744 2745
## 0.0632077587 0.0389883155 0.0147688722 -0.0094505710 -0.0336700143
## 2746 2747 2748 2749 2750
## -0.0578894576 -0.0821089008 -0.1063283441 -0.1305477873 -0.1547672306
## 2751 2752 2753 2754 2755
## -0.1789866738 -0.2032061171 -0.2274255603 -0.2516450036 -0.2758644469
## 2756 2757 2758 2759 2760
## -0.3000838901 -0.3243033334 -0.3485227766 -0.3727422199 -0.3969616631
## 2761 2762 2763 2764 2765
## -0.4211811064 -0.4454005496 -0.4696199929 -0.4938394362 -0.5180588794
## 2766 2767 2768 2769 2770
## -0.5422783227 -0.5664977659 -0.5907172092 -0.6149366524 -0.6391560957
## 2771 2772 2773 2774 2775
## -0.6633755389 -0.6875949822 -0.7118144255 -0.7360338687 -0.7602533120
## 2776 2777 2778 2779 2780
## -0.7844727552 -0.8086921985 -0.8329116417 -0.8571310850 -0.8813505282
## 2781 2782 2783 2784 2785
## -0.9055699715 -0.9297894148 -0.9540088580 -0.9782283013 -1.0024477445
## 2786 2787 2788 2789 2790
## -1.0266671878 -1.0508866310 -1.0751060743 -1.0993255175 -1.1235449608
## 2791 2792 2793 2794 2795
## -1.1477644040 -1.1719838473 -1.1962032906 -1.2204227338 -1.2446421771
## 2796 2797 2798 2799 2800
## -1.2688616203 -1.2930810636 -1.3173005068 -1.3415199501 -1.3657393933
## 2801 2802 2803 2804 2805
## -1.3899588366 -1.4141782799 -1.4383977231 -1.4626171664 -1.4868366096
## 2806 2807 2808 2809 2810
## -1.5110560529 -1.5352754961 -1.5594949394 -1.5837143826 -1.6079338259
## 2811 2812 2813 2814 2815
## -1.6321532692 -1.6563727124 -1.6805921557 -1.7048115989 -1.7290310422
## 2816 2817 2818 2819 2820
## -1.7532504854 -1.7774699287 -1.8016893719 -1.8259088152 -1.8501282585
## 2821 2822 2823 2824 2825
## -1.8743477017 -1.8985671450 -1.9227865882 -1.9470060315 -1.9712254747
## 2826 2827 2828 2829 2830
## -1.9954449180 -2.0196643612 -2.0438838045 0.5663801127 0.5208186077
## 2831 2832 2833 2834 2835
## 0.4752571026 0.4296955975 0.3841340924 0.3385725874 0.2930110823
## 2836 2837 2838 2839 2840
## 0.2474495772 0.2018880721 0.1563265671 0.1107650620 0.0652035569
## 2841 2842 2843 2844 2845
## 0.0196420519 -0.0259194532 -0.0714809583 -0.1170424634 -0.1626039684
## 2846 2847 2848 2849 2850
## -0.2081654735 -0.2537269786 -0.2992884837 -0.3448499887 -0.3904114938
## 2851 2852 2853 2854 2855
## -0.4359729989 -0.4815345040 -0.5270960090 -0.5726575141 -0.6182190192
## 2856 2857 2858 2859 2860
## -0.6637805243 -0.7093420293 -0.7549035344 -0.8004650395 -0.8460265445
## 2861 2862 2863 2864 2865
## -0.8915880496 -0.9371495547 -0.9827110598 -1.0282725648 -1.0738340699
## 2866 2867 2868 2869 2870
## -1.1193955750 -1.1649570801 -1.2105185851 -1.2560800902 -1.3016415953
## 2871 2872 2873 2874 2875
## -1.3472031004 -1.3927646054 -1.4383261105 -1.4838876156 -1.5294491207
## 2876 2877 2878 2879 2880
## -1.5750106257 -1.6205721308 -1.6661336359 -1.7116951410 -1.7572566460
## 2881 2882 2883 2884 2885
## -1.8028181511 -1.8483796562 -1.8939411612 -1.9395026663 -1.9850641714
## 2886 2887 2888 2889 2890
## -2.0306256765 -2.0761871815 -2.1217486866 -2.1673101917 -2.2128716968
## 2891 2892 2893 2894 2895
## -2.2584332018 -2.3039947069 -2.3495562120 -2.3951177171 -2.4406792221
## 2896 2897 2898 2899 2900
## -2.4862407272 -2.5318022323 -2.5773637374 -2.6229252424 -2.6684867475
## 2901 2902 2903 2904 2905
## -2.7140482526 -2.7596097576 -2.8051712627 -2.8507327678 -2.8962942729
## 2906 2907 2908 2909 2910
## -2.9418557779 -2.9874172830 -3.0329787881 -3.0785402932 -3.1241017982
## 2911 2912 2913 2914 2915
## -3.1696633033 -3.2152248084 -3.2607863135 -3.3063478185 -3.3519093236
## 2916 2917 2918 2919 2920
## -3.3974708287 -3.4430323338 -3.4885938388 -3.5341553439 -3.5797168490
## 2921 2922 2923 2924 2925
## -3.6252783540 -3.6708398591 -3.7164013642 -3.7619628693 -3.8075243743
## 2926 2927 2928 2929 2930
## -3.8530858794 -3.8986473845 -3.9442088896 -3.9897703946 0.7546997044
## 2931 2932 2933 2934 2935
## 0.6877961375 0.6208925707 0.5539890038 0.4870854369 0.4201818700
## 2936 2937 2938 2939 2940
## 0.3532783031 0.2863747362 0.2194711693 0.1525676024 0.0856640355
## 2941 2942 2943 2944 2945
## 0.0187604686 -0.0481430983 -0.1150466652 -0.1819502321 -0.2488537989
## 2946 2947 2948 2949 2950
## -0.3157573658 -0.3826609327 -0.4495644996 -0.5164680665 -0.5833716334
## 2951 2952 2953 2954 2955
## -0.6502752003 -0.7171787672 -0.7840823341 -0.8509859010 -0.9178894679
## 2956 2957 2958 2959 2960
## -0.9847930348 -1.0516966017 -1.1186001685 -1.1855037354 -1.2524073023
## 2961 2962 2963 2964 2965
## -1.3193108692 -1.3862144361 -1.4531180030 -1.5200215699 -1.5869251368
## 2966 2967 2968 2969 2970
## -1.6538287037 -1.7207322706 -1.7876358375 -1.8545394044 -1.9214429712
## 2971 2972 2973 2974 2975
## -1.9883465381 -2.0552501050 -2.1221536719 -2.1890572388 -2.2559608057
## 2976 2977 2978 2979 2980
## -2.3228643726 -2.3897679395 -2.4566715064 -2.5235750733 -2.5904786402
## 2981 2982 2983 2984 2985
## -2.6573822071 -2.7242857740 -2.7911893408 -2.8580929077 -2.9249964746
## 2986 2987 2988 2989 2990
## -2.9919000415 -3.0588036084 -3.1257071753 -3.1926107422 -3.2595143091
## 2991 2992 2993 2994 2995
## -3.3264178760 -3.3933214429 -3.4602250098 -3.5271285767 -3.5940321436
## 2996 2997 2998 2999 3000
## -3.6609357104 -3.7278392773 -3.7947428442 -3.8616464111 -3.9285499780
## 3001 3002 3003 3004 3005
## -3.9954535449 -4.0623571118 -4.1292606787 -4.1961642456 -4.2630678125
## 3006 3007 3008 3009 3010
## -4.3299713794 -4.3968749463 -4.4637785132 -4.5306820800 -4.5975856469
## 3011 3012 3013 3014 3015
## -4.6644892138 -4.7313927807 -4.7982963476 -4.8651999145 -4.9321034814
## 3016 3017 3018 3019 3020
## -4.9990070483 -5.0659106152 -5.1328141821 -5.1997177490 -5.2666213159
## 3021 3022 3023 3024 3025
## -5.3335248827 -5.4004284496 -5.4673320165 -5.5342355834 -5.6011391503
## 3026 3027 3028 3029 3030
## -5.6680427172 -5.7349462841 -5.8018498510 -5.8687534179 -5.9356569848
Neural Network
nnet_grid <- expand.grid(size = c(5, 9, 13, 17), decay = exp(seq( -6, 0, length.out = 11)))
set.seed(1234)
nnet_base_tune <- caret::train(y ~ x1 + x2 + x3 + x4 + v1 + v2 + v3 + v4 + v5 + m,
data = df,
method = 'nnet',
metric = my_metric,
preProcess = c('center', 'scale'),
trControl = my_ctrl,
trace = FALSE,
tuneGrid = nnet_grid)
plot(xTrans = log, nnet_base_tune)
#2.069813
nnet_base_tune
## Neural Network
##
## 1252 samples
## 10 predictor
##
## Pre-processing: centered (13), scaled (13)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## size decay RMSE Rsquared MAE
## 5 0.002478752 2.173444 0.1835275 1.651366
## 5 0.004516581 2.172090 0.1941437 1.641632
## 5 0.008229747 2.150216 0.2360824 1.626369
## 5 0.014995577 2.113551 0.3197524 1.591175
## 5 0.027323722 2.093528 0.3706010 1.576079
## 5 0.049787068 2.071865 0.4344592 1.556597
## 5 0.090717953 2.069813 0.4389711 1.556852
## 5 0.165298888 2.082147 0.4320438 1.567797
## 5 0.301194212 2.073069 0.4608897 1.562917
## 5 0.548811636 2.087045 0.4516249 1.575193
## 5 1.000000000 2.128784 0.3631513 1.605950
## 9 0.002478752 2.174774 0.1833319 1.647543
## 9 0.004516581 2.167467 0.1971172 1.645372
## 9 0.008229747 2.123742 0.2909541 1.601561
## 9 0.014995577 2.125450 0.3010769 1.600548
## 9 0.027323722 2.120337 0.3182949 1.598121
## 9 0.049787068 2.104085 0.3538376 1.584893
## 9 0.090717953 2.094955 0.3913771 1.575324
## 9 0.165298888 2.084756 0.4217707 1.568070
## 9 0.301194212 2.092886 0.4227071 1.573728
## 9 0.548811636 2.111081 0.3869723 1.588101
## 9 1.000000000 2.115604 0.3956370 1.596146
## 13 0.002478752 2.168761 0.1932612 1.640360
## 13 0.004516581 2.155542 0.2316280 1.626880
## 13 0.008229747 2.129663 0.2791043 1.607475
## 13 0.014995577 2.108933 0.3319885 1.586838
## 13 0.027323722 2.092675 0.3687146 1.575184
## 13 0.049787068 2.103959 0.3605693 1.580082
## 13 0.090717953 2.086481 0.4079072 1.571196
## 13 0.165298888 2.105452 0.3723460 1.581078
## 13 0.301194212 2.093266 0.4202183 1.572887
## 13 0.548811636 2.103531 0.4113869 1.583769
## 13 1.000000000 2.131752 0.3507076 1.605781
## 17 0.002478752 2.170011 0.1940780 1.641153
## 17 0.004516581 2.157995 0.2131109 1.629241
## 17 0.008229747 2.125929 0.2933701 1.602061
## 17 0.014995577 2.131132 0.2794066 1.604353
## 17 0.027323722 2.115043 0.3267291 1.589419
## 17 0.049787068 2.107363 0.3517486 1.582582
## 17 0.090717953 2.090114 0.3989208 1.570919
## 17 0.165298888 2.085924 0.4201487 1.568783
## 17 0.301194212 2.112745 0.3725350 1.586503
## 17 0.548811636 2.105118 0.4088530 1.584732
## 17 1.000000000 2.127312 0.3616762 1.601485
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were size = 5 and decay = 0.09071795.
set.seed(1234)
#2.002646
nnet_expanded_tune <- caret::train(y ~ x1 + x3 + x4 + v2 + v3 + v4 + v5 + w + z + t + x5 + m,
data = df,
method = 'nnet',
metric = my_metric,
preProcess = c('center', 'scale'),
trControl = my_ctrl,
trace = FALSE,
tuneGrid = nnet_grid)
plot(xTrans = log, nnet_expanded_tune)
nnet_expanded_tune
## Neural Network
##
## 1252 samples
## 12 predictor
##
## Pre-processing: centered (15), scaled (15)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## size decay RMSE Rsquared MAE
## 5 0.002478752 2.113677 0.3047333 1.589611
## 5 0.004516581 2.126577 0.2938116 1.599250
## 5 0.008229747 2.096624 0.3411748 1.580387
## 5 0.014995577 2.073954 0.3853030 1.564054
## 5 0.027323722 2.065984 0.4044868 1.559461
## 5 0.049787068 2.022725 0.5186699 1.522556
## 5 0.090717953 2.031575 0.5100638 1.530808
## 5 0.165298888 2.014722 0.5670258 1.515350
## 5 0.301194212 2.011376 0.5916008 1.512627
## 5 0.548811636 2.013427 0.6090076 1.518118
## 5 1.000000000 2.023483 0.6102934 1.529729
## 9 0.002478752 2.116249 0.2984841 1.593998
## 9 0.004516581 2.122311 0.3058736 1.595408
## 9 0.008229747 2.109467 0.3230794 1.585507
## 9 0.014995577 2.094811 0.3481856 1.579959
## 9 0.027323722 2.080071 0.3746130 1.566037
## 9 0.049787068 2.051690 0.4555945 1.542700
## 9 0.090717953 2.035996 0.5003636 1.534513
## 9 0.165298888 2.012146 0.5741149 1.510977
## 9 0.301194212 2.005013 0.6204326 1.505723
## 9 0.548811636 2.007478 0.6415990 1.509181
## 9 1.000000000 2.020292 0.6267350 1.525414
## 13 0.002478752 2.128322 0.2852878 1.598805
## 13 0.004516581 2.106213 0.3253010 1.587930
## 13 0.008229747 2.106836 0.3292168 1.582411
## 13 0.014995577 2.098908 0.3378635 1.578838
## 13 0.027323722 2.076499 0.3879437 1.562363
## 13 0.049787068 2.064394 0.4248783 1.554171
## 13 0.090717953 2.015942 0.5512537 1.514420
## 13 0.165298888 2.025293 0.5506094 1.521340
## 13 0.301194212 2.003797 0.6245448 1.501574
## 13 0.548811636 2.004307 0.6499368 1.504711
## 13 1.000000000 2.016054 0.6446072 1.519994
## 17 0.002478752 2.121327 0.2973656 1.596726
## 17 0.004516581 2.106992 0.3273976 1.583379
## 17 0.008229747 2.107537 0.3271752 1.583290
## 17 0.014995577 2.079072 0.3841216 1.563044
## 17 0.027323722 2.077435 0.3942166 1.560624
## 17 0.049787068 2.077555 0.3941653 1.563190
## 17 0.090717953 2.033763 0.5085494 1.529891
## 17 0.165298888 2.012922 0.5825539 1.510002
## 17 0.301194212 2.002646 0.6327877 1.501805
## 17 0.548811636 2.005829 0.6488103 1.506445
## 17 1.000000000 2.017014 0.6410796 1.520363
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were size = 17 and decay = 0.3011942.
print(nnet_base_tune$bestTune)
## size decay
## 7 5 0.09071795
print(nnet_expanded_tune$bestTune)
## size decay
## 42 17 0.3011942
viz_grid_base <- expand.grid(x1 = seq(min(df$x1), max(df$x1), length.out=101),
x2 = seq(min(df$x2), max(df$x2), length.out=6),
x3 = median(df$x3),
x4 = median(df$x4),
v1 = median(df$v1),
v2 = median(df$v2),
v3 = median(df$v3),
v4 = median(df$v4),
v5 = median(df$v5),
m = c("A", "B", "C", "D", "E"),
KEEP.OUT.ATTRS = FALSE,
stringsAsFactors = FALSE) %>%
as.data.frame() %>% tibble::as_tibble()
viz_grid_base %>% glimpse()
## Rows: 3,030
## Columns: 10
## $ x1 <dbl> 0.00311700, 0.00917675, 0.01523650, 0.02129625, 0.02735600, 0.03341…
## $ x2 <dbl> 0.001173, 0.001173, 0.001173, 0.001173, 0.001173, 0.001173, 0.00117…
## $ x3 <dbl> 0.2635515, 0.2635515, 0.2635515, 0.2635515, 0.2635515, 0.2635515, 0…
## $ x4 <dbl> 0.0558215, 0.0558215, 0.0558215, 0.0558215, 0.0558215, 0.0558215, 0…
## $ v1 <dbl> 5.13715, 5.13715, 5.13715, 5.13715, 5.13715, 5.13715, 5.13715, 5.13…
## $ v2 <dbl> 0.5151535, 0.5151535, 0.5151535, 0.5151535, 0.5151535, 0.5151535, 0…
## $ v3 <dbl> 5.631905, 5.631905, 5.631905, 5.631905, 5.631905, 5.631905, 5.63190…
## $ v4 <dbl> 0.489235, 0.489235, 0.489235, 0.489235, 0.489235, 0.489235, 0.48923…
## $ v5 <dbl> 6.496589, 6.496589, 6.496589, 6.496589, 6.496589, 6.496589, 6.49658…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A…
viz_grid_expanded <- expand.grid(x1 = seq(min(df$x1), max(df$x1), length.out=101),
x3 = seq(min(df$x2), max(df$x2), length.out=6),
x4 = median(df$x4),
v2 = median(df$v2),
v3 = median(df$v3),
v4 = median(df$v4),
v5 = median(df$v5),
w = median(df$w),
z = median(df$z),
t = median(df$t),
x5 = median(df$x5),
m = c("A", "B", "C", "D", "E"),
KEEP.OUT.ATTRS = FALSE,
stringsAsFactors = FALSE) %>%
as.data.frame() %>% tibble::as_tibble()
viz_grid_expanded %>% glimpse()
## Rows: 3,030
## Columns: 12
## $ x1 <dbl> 0.00311700, 0.00917675, 0.01523650, 0.02129625, 0.02735600, 0.03341…
## $ x3 <dbl> 0.001173, 0.001173, 0.001173, 0.001173, 0.001173, 0.001173, 0.00117…
## $ x4 <dbl> 0.0558215, 0.0558215, 0.0558215, 0.0558215, 0.0558215, 0.0558215, 0…
## $ v2 <dbl> 0.5151535, 0.5151535, 0.5151535, 0.5151535, 0.5151535, 0.5151535, 0…
## $ v3 <dbl> 5.631905, 5.631905, 5.631905, 5.631905, 5.631905, 5.631905, 5.63190…
## $ v4 <dbl> 0.489235, 0.489235, 0.489235, 0.489235, 0.489235, 0.489235, 0.48923…
## $ v5 <dbl> 6.496589, 6.496589, 6.496589, 6.496589, 6.496589, 6.496589, 6.49658…
## $ w <dbl> 0.537113, 0.537113, 0.537113, 0.537113, 0.537113, 0.537113, 0.53711…
## $ z <dbl> 1.95938, 1.95938, 1.95938, 1.95938, 1.95938, 1.95938, 1.95938, 1.95…
## $ t <dbl> 2.364547, 2.364547, 2.364547, 2.364547, 2.364547, 2.364547, 2.36454…
## $ x5 <dbl> 0.1857175, 0.1857175, 0.1857175, 0.1857175, 0.1857175, 0.1857175, 0…
## $ m <chr> "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A…
#sample predictions on viz grid
predict(nnet_base_tune, viz_grid_base)
## 1 2 3 4 5 6
## 5.835117e-07 5.245140e-07 4.719392e-07 4.251680e-07 3.836185e-07 3.467489e-07
## 7 8 9 10 11 12
## 3.140596e-07 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 13 14 15 16 17 18
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 19 20 21 22 23 24
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 25 26 27 28 29 30
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 31 32 33 34 35 36
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 37 38 39 40 41 42
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 43 44 45 46 47 48
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 49 50 51 52 53 54
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 55 56 57 58 59 60
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 61 62 63 64 65 66
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 67 68 69 70 71 72
## 0.000000e+00 0.000000e+00 0.000000e+00 3.360685e-07 5.228697e-07 8.941583e-07
## 73 74 75 76 77 78
## 1.690494e-06 3.527649e-06 8.033397e-06 1.953742e-05 4.925725e-05 1.245459e-04
## 79 80 81 82 83 84
## 3.063774e-04 7.171508e-04 1.579932e-03 3.277816e-03 6.468650e-03 1.234189e-02
## 85 86 87 88 89 90
## 2.319366e-02 4.364973e-02 8.299454e-02 1.582231e-01 2.919614e-01 4.887094e-01
## 91 92 93 94 95 96
## 6.988382e-01 8.529036e-01 9.357432e-01 9.728257e-01 9.882346e-01 9.946029e-01
## 97 98 99 100 101 102
## 9.973263e-01 9.985576e-01 9.991523e-01 9.994600e-01 9.996300e-01 0.000000e+00
## 103 104 105 106 107 108
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 109 110 111 112 113 114
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 115 116 117 118 119 120
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 121 122 123 124 125 126
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 127 128 129 130 131 132
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 133 134 135 136 137 138
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 139 140 141 142 143 144
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 145 146 147 148 149 150
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 151 152 153 154 155 156
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 157 158 159 160 161 162
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.934818e-07
## 163 164 165 166 167 168
## 6.509872e-07 1.207238e-06 2.538465e-06 6.083690e-06 1.655909e-05 5.051077e-05
## 169 170 171 172 173 174
## 1.689335e-04 6.030426e-04 2.234662e-03 8.369439e-03 3.072466e-02 1.046593e-01
## 175 176 177 178 179 180
## 2.945058e-01 5.871820e-01 8.197704e-01 9.306662e-01 9.729886e-01 9.886370e-01
## 181 182 183 184 185 186
## 9.947179e-01 9.972741e-01 9.984451e-01 9.990286e-01 9.993429e-01 9.995245e-01
## 187 188 189 190 191 192
## 9.996361e-01 9.997085e-01 9.997577e-01 9.997927e-01 9.998185e-01 9.998382e-01
## 193 194 195 196 197 198
## 9.998537e-01 9.998663e-01 9.998767e-01 9.998856e-01 9.998933e-01 9.999000e-01
## 199 200 201 202 203 204
## 9.999060e-01 9.999114e-01 9.999163e-01 9.999208e-01 0.000000e+00 0.000000e+00
## 205 206 207 208 209 210
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 211 212 213 214 215 216
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 217 218 219 220 221 222
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 224 225 226 227 228
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 229 230 231 232 233 234
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 235 236 237 238 239 240
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 241 242 243 244 245 246
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 247 248 249 250 251 252
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.479705e-07 5.671222e-07
## 253 254 255 256 257 258
## 1.043629e-06 2.214674e-06 5.524202e-06 1.641844e-05 5.835688e-05 2.453961e-04
## 259 260 261 262 263 264
## 1.186263e-03 6.276638e-03 3.363242e-02 1.570139e-01 4.768513e-01 7.954658e-01
## 265 266 267 268 269 270
## 9.335121e-01 9.769476e-01 9.907667e-01 9.956912e-01 9.976890e-01 9.986034e-01
## 271 272 273 274 275 276
## 9.990685e-01 9.993272e-01 9.994823e-01 9.995814e-01 9.996483e-01 9.996957e-01
## 277 278 279 280 281 282
## 9.997307e-01 9.997576e-01 9.997790e-01 9.997965e-01 9.998112e-01 9.998240e-01
## 283 284 285 286 287 288
## 9.998352e-01 9.998452e-01 9.998543e-01 9.998626e-01 9.998703e-01 9.998774e-01
## 289 290 291 292 293 294
## 9.998840e-01 9.998902e-01 9.998961e-01 9.999015e-01 9.999067e-01 9.999115e-01
## 295 296 297 298 299 300
## 9.999160e-01 9.999202e-01 9.999242e-01 9.999280e-01 9.999315e-01 9.999347e-01
## 301 302 303 304 305 306
## 9.999378e-01 9.999407e-01 9.999434e-01 0.000000e+00 0.000000e+00 0.000000e+00
## 307 308 309 310 311 312
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 313 314 315 316 317 318
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 319 320 321 322 323 324
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 325 326 327 328 329 330
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 331 332 333 334 335 336
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 337 338 339 340 341 342
## 3.893328e-07 6.296627e-07 1.120201e-06 2.205748e-06 4.813192e-06 1.158346e-05
## 343 344 345 346 347 348
## 3.040917e-05 8.571903e-05 2.548534e-04 7.859092e-04 2.480699e-03 7.935068e-03
## 349 350 351 352 353 354
## 2.540999e-02 7.905823e-02 2.208714e-01 4.807805e-01 7.454753e-01 8.973510e-01
## 355 356 357 358 359 360
## 9.599923e-01 9.834273e-01 9.924047e-01 9.961024e-01 9.977662e-01 9.985847e-01
## 361 362 363 364 365 366
## 9.990221e-01 9.992739e-01 9.994286e-01 9.995291e-01 9.995978e-01 9.996469e-01
## 367 368 369 370 371 372
## 9.996835e-01 9.997119e-01 9.997347e-01 9.997536e-01 9.997697e-01 9.997838e-01
## 373 374 375 376 377 378
## 9.997964e-01 9.998078e-01 9.998183e-01 9.998281e-01 9.998372e-01 9.998458e-01
## 379 380 381 382 383 384
## 9.998539e-01 9.998615e-01 9.998688e-01 9.998756e-01 9.998821e-01 9.998883e-01
## 385 386 387 388 389 390
## 9.998941e-01 9.998996e-01 9.999048e-01 9.999097e-01 9.999143e-01 9.999187e-01
## 391 392 393 394 395 396
## 9.999228e-01 9.999266e-01 9.999302e-01 9.999336e-01 9.999368e-01 9.999398e-01
## 397 398 399 400 401 402
## 9.999426e-01 9.999452e-01 9.999477e-01 9.999500e-01 9.999521e-01 9.999542e-01
## 403 404 405 406 407 408
## 9.999561e-01 9.999578e-01 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 409 410 411 412 413 414
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 415 416 417 418 419 420
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 421 422 423 424 425 426
## 3.722794e-07 5.860423e-07 1.005257e-06 1.882344e-06 3.830937e-06 8.375492e-06
## 427 428 429 430 431 432
## 1.929934e-05 4.572480e-05 1.083876e-04 2.504855e-04 5.527886e-04 1.149922e-03
## 433 434 435 436 437 438
## 2.245226e-03 4.131149e-03 7.241073e-03 1.228275e-02 2.054022e-02 3.450973e-02
## 439 440 441 442 443 444
## 5.918306e-02 1.043649e-01 1.872846e-01 3.287010e-01 5.268118e-01 7.272555e-01
## 445 446 447 448 449 450
## 8.675948e-01 9.411388e-01 9.740028e-01 9.879450e-01 9.939465e-01 9.966636e-01
## 451 452 453 454 455 456
## 9.979792e-01 9.986637e-01 9.990454e-01 9.992724e-01 9.994154e-01 9.995101e-01
## 457 458 459 460 461 462
## 9.995759e-01 9.996235e-01 9.996594e-01 9.996876e-01 9.997103e-01 9.997294e-01
## 463 464 465 466 467 468
## 9.997458e-01 9.997603e-01 9.997734e-01 9.997854e-01 9.997965e-01 9.998069e-01
## 469 470 471 472 473 474
## 9.998167e-01 9.998260e-01 9.998348e-01 9.998432e-01 9.998512e-01 9.998589e-01
## 475 476 477 478 479 480
## 9.998661e-01 9.998731e-01 9.998796e-01 9.998859e-01 9.998918e-01 9.998974e-01
## 481 482 483 484 485 486
## 9.999028e-01 9.999078e-01 9.999125e-01 9.999170e-01 9.999213e-01 9.999252e-01
## 487 488 489 490 491 492
## 9.999290e-01 9.999325e-01 9.999358e-01 9.999389e-01 9.999418e-01 9.999445e-01
## 493 494 495 496 497 498
## 9.999471e-01 9.999494e-01 9.999517e-01 9.999538e-01 9.999557e-01 9.999576e-01
## 499 500 501 502 503 504
## 9.999593e-01 9.999609e-01 9.999624e-01 9.999638e-01 9.999651e-01 9.999664e-01
## 505 506 507 508 509 510
## 9.999675e-01 6.875509e-07 1.178478e-06 2.202138e-06 4.458487e-06 9.646118e-06
## 511 512 513 514 515 516
## 2.183421e-05 5.034432e-05 1.148779e-04 2.524488e-04 5.226023e-04 1.004174e-03
## 517 518 519 520 521 522
## 1.778545e-03 2.903770e-03 4.394075e-03 6.218697e-03 8.322112e-03 1.065595e-02
## 523 524 525 526 527 528
## 1.321108e-02 1.604526e-02 1.931093e-02 2.329590e-02 2.849898e-02 3.577950e-02
## 529 530 531 532 533 534
## 4.665564e-02 6.389591e-02 9.264456e-02 1.422604e-01 2.278380e-01 3.654827e-01
## 535 536 537 538 539 540
## 5.504797e-01 7.357253e-01 8.680456e-01 9.397800e-01 9.728794e-01 9.872631e-01
## 541 542 543 544 545 546
## 9.935551e-01 9.964326e-01 9.978341e-01 9.985655e-01 9.989740e-01 9.992169e-01
## 547 548 549 550 551 552
## 9.993697e-01 9.994708e-01 9.995409e-01 9.995914e-01 9.996294e-01 9.996590e-01
## 553 554 555 556 557 558
## 9.996830e-01 9.997030e-01 9.997202e-01 9.997353e-01 9.997491e-01 9.997616e-01
## 559 560 561 562 563 564
## 9.997734e-01 9.997844e-01 9.997948e-01 9.998048e-01 9.998143e-01 9.998234e-01
## 565 566 567 568 569 570
## 9.998321e-01 9.998405e-01 9.998485e-01 9.998562e-01 9.998635e-01 9.998705e-01
## 571 572 573 574 575 576
## 9.998772e-01 9.998835e-01 9.998896e-01 9.998953e-01 9.999008e-01 9.999059e-01
## 577 578 579 580 581 582
## 9.999108e-01 9.999154e-01 9.999198e-01 9.999239e-01 9.999277e-01 9.999313e-01
## 583 584 585 586 587 588
## 9.999347e-01 9.999379e-01 9.999410e-01 9.999438e-01 9.999464e-01 9.999489e-01
## 589 590 591 592 593 594
## 9.999512e-01 9.999534e-01 9.999554e-01 9.999573e-01 9.999591e-01 9.999607e-01
## 595 596 597 598 599 600
## 9.999623e-01 9.999638e-01 9.999651e-01 9.999664e-01 9.999676e-01 9.999687e-01
## 601 602 603 604 605 606
## 9.999698e-01 9.999708e-01 9.999717e-01 9.999725e-01 9.999734e-01 9.999741e-01
## 607 608 609 610 611 612
## 7.746744e-06 7.678224e-06 7.605306e-06 7.527784e-06 7.445447e-06 7.358093e-06
## 613 614 615 616 617 618
## 7.265520e-06 7.167537e-06 7.063964e-06 6.954634e-06 6.839397e-06 6.718126e-06
## 619 620 621 622 623 624
## 6.590719e-06 6.457106e-06 6.317249e-06 6.171152e-06 6.018864e-06 5.860482e-06
## 625 626 627 628 629 630
## 5.696158e-06 5.526101e-06 5.350584e-06 5.169943e-06 4.984585e-06 4.794981e-06
## 631 632 633 634 635 636
## 4.601673e-06 4.405268e-06 4.206456e-06 4.005933e-06 3.804495e-06 3.602962e-06
## 637 638 639 640 641 642
## 3.402189e-06 3.203048e-06 3.006420e-06 2.813174e-06 2.624158e-06 2.440180e-06
## 643 644 645 646 647 648
## 2.262006e-06 2.090303e-06 1.925689e-06 1.768680e-06 1.619699e-06 1.479062e-06
## 649 650 651 652 653 654
## 1.346982e-06 1.223570e-06 1.108834e-06 1.002689e-06 9.049658e-07 8.154197e-07
## 655 656 657 658 659 660
## 7.337428e-07 6.595769e-07 5.925260e-07 5.321694e-07 4.780736e-07 4.298043e-07
## 661 662 663 664 665 666
## 3.869372e-07 3.490678e-07 3.158211e-07 0.000000e+00 0.000000e+00 0.000000e+00
## 667 668 669 670 671 672
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 673 674 675 676 677 678
## 0.000000e+00 0.000000e+00 0.000000e+00 3.439360e-07 4.736066e-07 7.168956e-07
## 679 680 681 682 683 684
## 1.201257e-06 2.228561e-06 4.535474e-06 9.929569e-06 2.273081e-05 5.264680e-05
## 685 686 687 688 689 690
## 1.195442e-04 2.597419e-04 5.328540e-04 1.030484e-03 1.894987e-03 3.367079e-03
## 691 692 693 694 695 696
## 5.897489e-03 1.039552e-02 1.877951e-02 3.518334e-02 6.838245e-02 1.352652e-01
## 697 698 699 700 701 702
## 2.595393e-01 4.484326e-01 6.561692e-01 8.153552e-01 9.075342e-01 9.534981e-01
## 703 704 705 706 707 708
## 9.754055e-01 9.860093e-01 9.913765e-01 9.942495e-01 9.958784e-01 7.105332e-06
## 709 710 711 712 713 714
## 6.998057e-06 6.884924e-06 6.765798e-06 6.640566e-06 6.509146e-06 6.371487e-06
## 715 716 717 718 719 720
## 6.227580e-06 6.077454e-06 5.921189e-06 5.758918e-06 5.590827e-06 5.417167e-06
## 721 722 723 724 725 726
## 5.238251e-06 5.054460e-06 4.866242e-06 4.674113e-06 4.478677e-06 4.280567e-06
## 727 728 729 730 731 732
## 4.080477e-06 3.879184e-06 3.677497e-06 3.476259e-06 3.276339e-06 3.078618e-06
## 733 734 735 736 737 738
## 2.883972e-06 2.693259e-06 2.507305e-06 2.326887e-06 2.152720e-06 1.985444e-06
## 739 740 741 742 743 744
## 1.825612e-06 1.673683e-06 1.530015e-06 1.394862e-06 1.268373e-06 1.150597e-06
## 745 746 747 748 749 750
## 1.041487e-06 9.409072e-07 8.486450e-07 7.644214e-07 6.879034e-07 6.187181e-07
## 751 752 753 754 755 756
## 5.564655e-07 5.007323e-07 4.511046e-07 4.071805e-07 3.685834e-07 3.349747e-07
## 757 758 759 760 761 762
## 3.060688e-07 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 763 764 765 766 767 768
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.541782e-07 4.680224e-07
## 769 770 771 772 773 774
## 6.820198e-07 1.112931e-06 2.059131e-06 4.348865e-06 1.046786e-05 2.839281e-05
## 775 776 777 778 779 780
## 8.503648e-05 2.739604e-04 9.235772e-04 3.175996e-03 1.088225e-02 3.612415e-02
## 781 782 783 784 785 786
## 1.104918e-01 2.830461e-01 5.420853e-01 7.670447e-01 8.932122e-01 9.504567e-01
## 787 788 789 790 791 792
## 9.753072e-01 9.864896e-01 9.918616e-01 9.946350e-01 9.961683e-01 9.970690e-01
## 793 794 795 796 797 798
## 9.976261e-01 9.979856e-01 9.982254e-01 9.983897e-01 9.985046e-01 9.985862e-01
## 799 800 801 802 803 804
## 9.986448e-01 9.986874e-01 9.987186e-01 9.987417e-01 9.987591e-01 9.987725e-01
## 805 806 807 808 809 810
## 9.987832e-01 9.987921e-01 9.987998e-01 9.988069e-01 6.135499e-06 5.981395e-06
## 811 812 813 814 815 816
## 5.821208e-06 5.655125e-06 5.483375e-06 5.306246e-06 5.124096e-06 4.937351e-06
## 817 818 819 820 821 822
## 4.746521e-06 4.552136e-06 4.354839e-06 4.155319e-06 3.954323e-06 3.752647e-06
## 823 824 825 826 827 828
## 3.551127e-06 3.350627e-06 3.152030e-06 2.956219e-06 2.764067e-06 2.576419e-06
## 829 830 831 832 833 834
## 2.394079e-06 2.217793e-06 2.048239e-06 1.886014e-06 1.731623e-06 1.585475e-06
## 835 836 837 838 839 840
## 1.447877e-06 1.319034e-06 1.199052e-06 1.087943e-06 9.856318e-07 8.919676e-07
## 841 842 843 844 845 846
## 8.067373e-07 7.296795e-07 6.605015e-07 5.988974e-07 5.445691e-07 4.972499e-07
## 847 848 849 850 851 852
## 4.567344e-07 4.229172e-07 3.958475e-07 3.758132e-07 3.634767e-07 3.601090e-07
## 853 854 855 856 857 858
## 3.680145e-07 3.913453e-07 4.377511e-07 5.219458e-07 6.739831e-07 9.600642e-07
## 859 860 861 862 863 864
## 1.539806e-06 2.840438e-06 6.147510e-06 1.584945e-05 4.898317e-05 1.801487e-04
## 865 866 867 868 869 870
## 7.692838e-04 3.650340e-03 1.801585e-02 8.312227e-02 2.935058e-01 6.265459e-01
## 871 872 873 874 875 876
## 8.523082e-01 9.433239e-01 9.757654e-01 9.880486e-01 9.932345e-01 9.956780e-01
## 877 878 879 880 881 882
## 9.969454e-01 9.976567e-01 9.980813e-01 9.983468e-01 9.985183e-01 9.986313e-01
## 883 884 885 886 887 888
## 9.987065e-01 9.987565e-01 9.987891e-01 9.988096e-01 9.988219e-01 9.988282e-01
## 889 890 891 892 893 894
## 9.988305e-01 9.988301e-01 9.988279e-01 9.988248e-01 9.988211e-01 9.988174e-01
## 895 896 897 898 899 900
## 9.988139e-01 9.988108e-01 9.988083e-01 9.988066e-01 9.988056e-01 9.988056e-01
## 901 902 903 904 905 906
## 9.988064e-01 9.988082e-01 9.988110e-01 9.988147e-01 9.988193e-01 9.988250e-01
## 907 908 909 910 911 912
## 9.988315e-01 9.988390e-01 9.988475e-01 4.819916e-06 4.626979e-06 4.430973e-06
## 913 914 915 916 917 918
## 4.232583e-06 4.032557e-06 3.831699e-06 3.630860e-06 3.430931e-06 3.232830e-06
## 919 920 921 922 923 924
## 3.037488e-06 2.845839e-06 2.658802e-06 2.477273e-06 2.302105e-06 2.134102e-06
## 925 926 927 928 929 930
## 1.974008e-06 1.822499e-06 1.680183e-06 1.547598e-06 1.425228e-06 1.313512e-06
## 931 932 933 934 935 936
## 1.212876e-06 1.123769e-06 1.046732e-06 9.824835e-07 9.320677e-07 8.970788e-07
## 937 938 939 940 941 942
## 8.800329e-07 8.850024e-07 9.187418e-07 9.927817e-07 1.127503e-06 1.360467e-06
## 943 944 945 946 947 948
## 1.764354e-06 2.487700e-06 3.852518e-06 6.600730e-06 1.254647e-05 2.637260e-05
## 949 950 951 952 953 954
## 6.072622e-05 1.509362e-04 3.979029e-04 1.093588e-03 3.089177e-03 8.871681e-03
## 955 956 957 958 959 960
## 2.560273e-02 7.247493e-02 1.896231e-01 4.107170e-01 6.693608e-01 8.482763e-01
## 961 962 963 964 965 966
## 9.346420e-01 9.707073e-01 9.856350e-01 9.921502e-01 9.952157e-01 9.967750e-01
## 967 968 969 970 971 972
## 9.976265e-01 9.981201e-01 9.984197e-01 9.986075e-01 9.987275e-01 9.988042e-01
## 973 974 975 976 977 978
## 9.988526e-01 9.988818e-01 9.988978e-01 9.989047e-01 9.989052e-01 9.989014e-01
## 979 980 981 982 983 984
## 9.988947e-01 9.988862e-01 9.988766e-01 9.988665e-01 9.988564e-01 9.988465e-01
## 985 986 987 988 989 990
## 9.988372e-01 9.988285e-01 9.988207e-01 9.988138e-01 9.988078e-01 9.988028e-01
## 991 992 993 994 995 996
## 9.987989e-01 9.987960e-01 9.987942e-01 9.987933e-01 9.987936e-01 9.987948e-01
## 997 998 999 1000 1001 1002
## 9.987971e-01 9.988003e-01 9.988046e-01 9.988098e-01 9.988159e-01 9.988230e-01
## 1003 1004 1005 1006 1007 1008
## 9.988311e-01 9.988400e-01 9.988498e-01 9.988605e-01 9.988720e-01 9.988843e-01
## 1009 1010 1011 1012 1013 1014
## 9.988975e-01 9.989115e-01 3.394431e-06 3.218177e-06 3.049704e-06 2.890896e-06
## 1015 1016 1017 1018 1019 1020
## 2.743864e-06 2.611017e-06 2.495198e-06 2.399889e-06 2.329555e-06 2.290214e-06
## 1021 1022 1023 1024 1025 1026
## 2.290390e-06 2.342773e-06 2.467150e-06 2.695801e-06 3.083800e-06 3.729449e-06
## 1027 1028 1029 1030 1031 1032
## 4.816547e-06 6.705310e-06 1.013480e-05 1.668521e-05 2.984430e-05 5.743571e-05
## 1033 1034 1035 1036 1037 1038
## 1.169023e-04 2.458166e-04 5.198818e-04 1.077130e-03 2.138728e-03 4.010258e-03
## 1039 1040 1041 1042 1043 1044
## 7.057870e-03 1.168694e-02 1.838349e-02 2.788258e-02 4.151850e-02 6.183665e-02
## 1045 1046 1047 1048 1049 1050
## 9.360813e-02 1.452886e-01 2.298986e-01 3.606568e-01 5.338068e-01 7.113002e-01
## 1051 1052 1053 1054 1055 1056
## 8.458017e-01 9.244631e-01 9.635781e-01 9.817453e-01 9.901622e-01 9.942044e-01
## 1057 1058 1059 1060 1061 1062
## 9.962542e-01 9.973572e-01 9.979846e-01 9.983585e-01 9.985893e-01 9.987349e-01
## 1063 1064 1065 1066 1067 1068
## 9.988272e-01 9.988851e-01 9.989198e-01 9.989388e-01 9.989469e-01 9.989474e-01
## 1069 1070 1071 1072 1073 1074
## 9.989427e-01 9.989343e-01 9.989236e-01 9.989115e-01 9.988986e-01 9.988855e-01
## 1075 1076 1077 1078 1079 1080
## 9.988725e-01 9.988599e-01 9.988480e-01 9.988368e-01 9.988265e-01 9.988171e-01
## 1081 1082 1083 1084 1085 1086
## 9.988088e-01 9.988015e-01 9.987952e-01 9.987900e-01 9.987859e-01 9.987829e-01
## 1087 1088 1089 1090 1091 1092
## 9.987809e-01 9.987799e-01 9.987799e-01 9.987810e-01 9.987831e-01 9.987861e-01
## 1093 1094 1095 1096 1097 1098
## 9.987901e-01 9.987950e-01 9.988008e-01 9.988076e-01 9.988152e-01 9.988237e-01
## 1099 1100 1101 1102 1103 1104
## 9.988331e-01 9.988434e-01 9.988545e-01 9.988663e-01 9.988790e-01 9.988925e-01
## 1105 1106 1107 1108 1109 1110
## 9.989068e-01 9.989218e-01 9.989375e-01 9.989539e-01 9.989711e-01 9.989888e-01
## 1111 1112 1113 1114 1115 1116
## 9.990073e-01 1.794768e-05 2.805576e-05 4.761803e-05 8.736176e-05 1.711942e-04
## 1117 1118 1119 1120 1121 1122
## 3.513994e-04 7.364454e-04 1.531245e-03 3.071616e-03 5.805865e-03 1.017052e-02
## 1123 1124 1125 1126 1127 1128
## 1.637213e-02 2.419915e-02 3.301892e-02 4.198910e-02 5.035267e-02 5.765478e-02
## 1129 1130 1131 1132 1133 1134
## 6.381542e-02 6.909337e-02 7.401493e-02 7.932910e-02 8.603029e-02 9.548259e-02
## 1135 1136 1137 1138 1139 1140
## 1.096940e-01 1.318162e-01 1.669404e-01 2.230106e-01 3.105617e-01 4.374050e-01
## 1141 1142 1143 1144 1145 1146
## 5.948199e-01 7.490257e-01 8.641722e-01 9.322025e-01 9.667384e-01 9.831104e-01
## 1147 1148 1149 1150 1151 1152
## 9.908179e-01 9.945608e-01 9.964722e-01 9.975050e-01 9.980935e-01 9.984443e-01
## 1153 1154 1155 1156 1157 1158
## 9.986603e-01 9.987959e-01 9.988811e-01 9.989336e-01 9.989641e-01 9.989796e-01
## 1159 1160 1161 1162 1163 1164
## 9.989847e-01 9.989824e-01 9.989751e-01 9.989643e-01 9.989512e-01 9.989368e-01
## 1165 1166 1167 1168 1169 1170
## 9.989217e-01 9.989063e-01 9.988910e-01 9.988762e-01 9.988620e-01 9.988486e-01
## 1171 1172 1173 1174 1175 1176
## 9.988361e-01 9.988246e-01 9.988140e-01 9.988045e-01 9.987961e-01 9.987888e-01
## 1177 1178 1179 1180 1181 1182
## 9.987825e-01 9.987773e-01 9.987732e-01 9.987701e-01 9.987680e-01 9.987669e-01
## 1183 1184 1185 1186 1187 1188
## 9.987669e-01 9.987678e-01 9.987697e-01 9.987725e-01 9.987762e-01 9.987809e-01
## 1189 1190 1191 1192 1193 1194
## 9.987864e-01 9.987928e-01 9.988001e-01 9.988083e-01 9.988172e-01 9.988271e-01
## 1195 1196 1197 1198 1199 1200
## 9.988377e-01 9.988491e-01 9.988613e-01 9.988743e-01 9.988881e-01 9.989026e-01
## 1201 1202 1203 1204 1205 1206
## 9.989178e-01 9.989337e-01 9.989503e-01 9.989676e-01 9.989855e-01 9.990041e-01
## 1207 1208 1209 1210 1211 1212
## 9.990232e-01 9.990429e-01 9.990631e-01 9.990838e-01 9.991050e-01 9.991266e-01
## 1213 1214 1215 1216 1217 1218
## 4.598743e-07 4.156216e-07 3.763576e-07 3.415444e-07 3.106911e-07 0.000000e+00
## 1219 1220 1221 1222 1223 1224
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1225 1226 1227 1228 1229 1230
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1231 1232 1233 1234 1235 1236
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1237 1238 1239 1240 1241 1242
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1243 1244 1245 1246 1247 1248
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1249 1250 1251 1252 1253 1254
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1255 1256 1257 1258 1259 1260
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1261 1262 1263 1264 1265 1266
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1267 1268 1269 1270 1271 1272
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1273 1274 1275 1276 1277 1278
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1279 1280 1281 1282 1283 1284
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.758179e-07 5.473394e-07
## 1285 1286 1287 1288 1289 1290
## 8.683610e-07 1.516248e-06 2.930044e-06 6.253556e-06 1.456801e-05 3.623849e-05
## 1291 1292 1293 1294 1295 1296
## 9.344248e-05 2.417701e-04 6.096079e-04 1.467230e-03 3.339364e-03 7.199480e-03
## 1297 1298 1299 1300 1301 1302
## 1.485529e-02 2.976912e-02 5.871943e-02 1.145202e-01 2.175283e-01 3.850267e-01
## 1303 1304 1305 1306 1307 1308
## 5.968762e-01 7.850076e-01 9.023668e-01 9.591466e-01 9.831439e-01 9.928170e-01
## 1309 1310 1311 1312 1313 1314
## 9.967439e-01 9.984024e-01 9.991451e-01 9.995008e-01 9.996835e-01 0.000000e+00
## 1315 1316 1317 1318 1319 1320
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1321 1322 1323 1324 1325 1326
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1327 1328 1329 1330 1331 1332
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1333 1334 1335 1336 1337 1338
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1339 1340 1341 1342 1343 1344
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1345 1346 1347 1348 1349 1350
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1351 1352 1353 1354 1355 1356
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1357 1358 1359 1360 1361 1362
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1363 1364 1365 1366 1367 1368
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1369 1370 1371 1372 1373 1374
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1375 1376 1377 1378 1379 1380
## 4.318522e-07 6.684949e-07 1.148968e-06 2.227214e-06 4.928416e-06 1.251887e-05
## 1381 1382 1383 1384 1385 1386
## 3.637596e-05 1.192615e-04 4.312205e-04 1.670340e-03 6.709136e-03 2.686852e-02
## 1387 1388 1389 1390 1391 1392
## 1.003562e-01 3.036340e-01 6.177911e-01 8.479081e-01 9.461678e-01 9.803611e-01
## 1393 1394 1395 1396 1397 1398
## 9.921573e-01 9.965044e-01 9.982567e-01 9.990330e-01 9.994094e-01 9.996078e-01
## 1399 1400 1401 1402 1403 1404
## 9.997203e-01 9.997883e-01 9.998319e-01 9.998613e-01 9.998819e-01 9.998970e-01
## 1405 1406 1407 1408 1409 1410
## 9.999083e-01 9.999172e-01 9.999243e-01 9.999302e-01 9.999351e-01 9.999393e-01
## 1411 1412 1413 1414 1415 1416
## 9.999430e-01 9.999462e-01 9.999491e-01 9.999517e-01 0.000000e+00 0.000000e+00
## 1417 1418 1419 1420 1421 1422
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1423 1424 1425 1426 1427 1428
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1429 1430 1431 1432 1433 1434
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1435 1436 1437 1438 1439 1440
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1441 1442 1443 1444 1445 1446
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1447 1448 1449 1450 1451 1452
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1453 1454 1455 1456 1457 1458
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1459 1460 1461 1462 1463 1464
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.228030e-07
## 1465 1466 1467 1468 1469 1470
## 6.642893e-07 1.165859e-06 2.332289e-06 5.422027e-06 1.487875e-05 4.858971e-05
## 1471 1472 1473 1474 1475 1476
## 1.881882e-04 8.481801e-04 4.284686e-03 2.277861e-02 1.127171e-01 3.957053e-01
## 1477 1478 1479 1480 1481 1482
## 7.514618e-01 9.231721e-01 9.757266e-01 9.911956e-01 9.962554e-01 9.981494e-01
## 1483 1484 1485 1486 1487 1488
## 9.989569e-01 9.993434e-01 9.995477e-01 9.996650e-01 9.997374e-01 9.997848e-01
## 1489 1490 1491 1492 1493 1494
## 9.998175e-01 9.998410e-01 9.998587e-01 9.998725e-01 9.998836e-01 9.998927e-01
## 1495 1496 1497 1498 1499 1500
## 9.999005e-01 9.999072e-01 9.999131e-01 9.999184e-01 9.999231e-01 9.999275e-01
## 1501 1502 1503 1504 1505 1506
## 9.999314e-01 9.999351e-01 9.999385e-01 9.999416e-01 9.999445e-01 9.999472e-01
## 1507 1508 1509 1510 1511 1512
## 9.999498e-01 9.999521e-01 9.999543e-01 9.999564e-01 9.999583e-01 9.999601e-01
## 1513 1514 1515 1516 1517 1518
## 9.999618e-01 9.999634e-01 9.999648e-01 0.000000e+00 0.000000e+00 0.000000e+00
## 1519 1520 1521 1522 1523 1524
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1525 1526 1527 1528 1529 1530
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1531 1532 1533 1534 1535 1536
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1537 1538 1539 1540 1541 1542
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1543 1544 1545 1546 1547 1548
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1549 1550 1551 1552 1553 1554
## 3.318724e-07 4.906962e-07 7.886380e-07 1.390182e-06 2.703179e-06 5.802401e-06
## 1555 1556 1557 1558 1559 1560
## 1.367403e-05 3.496194e-05 9.535900e-05 2.721880e-04 7.986333e-04 2.376207e-03
## 1561 1562 1563 1564 1565 1566
## 7.108470e-03 2.123487e-02 6.231956e-02 1.708901e-01 3.918811e-01 6.672941e-01
## 1567 1568 1569 1570 1571 1572
## 8.588451e-01 9.460148e-01 9.790236e-01 9.911955e-01 9.959009e-01 9.978674e-01
## 1573 1574 1575 1576 1577 1578
## 9.987648e-01 9.992117e-01 9.994531e-01 9.995933e-01 9.996801e-01 9.997370e-01
## 1579 1580 1581 1582 1583 1584
## 9.997762e-01 9.998044e-01 9.998255e-01 9.998420e-01 9.998553e-01 9.998663e-01
## 1585 1586 1587 1588 1589 1590
## 9.998757e-01 9.998839e-01 9.998911e-01 9.998977e-01 9.999036e-01 9.999091e-01
## 1591 1592 1593 1594 1595 1596
## 9.999141e-01 9.999188e-01 9.999232e-01 9.999273e-01 9.999311e-01 9.999346e-01
## 1597 1598 1599 1600 1601 1602
## 9.999380e-01 9.999411e-01 9.999441e-01 9.999468e-01 9.999494e-01 9.999518e-01
## 1603 1604 1605 1606 1607 1608
## 9.999540e-01 9.999561e-01 9.999581e-01 9.999600e-01 9.999617e-01 9.999633e-01
## 1609 1610 1611 1612 1613 1614
## 9.999648e-01 9.999663e-01 9.999676e-01 9.999688e-01 9.999700e-01 9.999711e-01
## 1615 1616 1617 1618 1619 1620
## 9.999721e-01 9.999730e-01 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1621 1622 1623 1624 1625 1626
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1627 1628 1629 1630 1631 1632
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1633 1634 1635 1636 1637 1638
## 3.072415e-07 4.471939e-07 7.043121e-07 1.207979e-06 2.260998e-06 4.600147e-06
## 1639 1640 1641 1642 1643 1644
## 1.005935e-05 2.320378e-05 5.508351e-05 1.309124e-04 3.033195e-04 6.703804e-04
## 1645 1646 1647 1648 1649 1650
## 1.393204e-03 2.706778e-03 4.927686e-03 8.482917e-03 1.400532e-02 2.256182e-02
## 1651 1652 1653 1654 1655 1656
## 3.612187e-02 5.846390e-02 9.680562e-02 1.640272e-01 2.784110e-01 4.501984e-01
## 1657 1658 1659 1660 1661 1662
## 6.509343e-01 8.174806e-01 9.169262e-01 9.642705e-01 9.844497e-01 9.928334e-01
## 1663 1664 1665 1666 1667 1668
## 9.964109e-01 9.980253e-01 9.988064e-01 9.992129e-01 9.994399e-01 9.995751e-01
## 1669 1670 1671 1672 1673 1674
## 9.996605e-01 9.997174e-01 9.997570e-01 9.997859e-01 9.998078e-01 9.998250e-01
## 1675 1676 1677 1678 1679 1680
## 9.998389e-01 9.998507e-01 9.998607e-01 9.998696e-01 9.998775e-01 9.998847e-01
## 1681 1682 1683 1684 1685 1686
## 9.998912e-01 9.998973e-01 9.999030e-01 9.999083e-01 9.999132e-01 9.999179e-01
## 1687 1688 1689 1690 1691 1692
## 9.999222e-01 9.999264e-01 9.999302e-01 9.999338e-01 9.999372e-01 9.999404e-01
## 1693 1694 1695 1696 1697 1698
## 9.999434e-01 9.999463e-01 9.999489e-01 9.999514e-01 9.999537e-01 9.999559e-01
## 1699 1700 1701 1702 1703 1704
## 9.999579e-01 9.999598e-01 9.999616e-01 9.999633e-01 9.999648e-01 9.999663e-01
## 1705 1706 1707 1708 1709 1710
## 9.999676e-01 9.999689e-01 9.999701e-01 9.999712e-01 9.999723e-01 9.999733e-01
## 1711 1712 1713 1714 1715 1716
## 9.999742e-01 9.999750e-01 9.999759e-01 9.999766e-01 9.999773e-01 9.999780e-01
## 1717 1718 1719 1720 1721 1722
## 9.999786e-01 4.904947e-07 7.731799e-07 1.327551e-06 2.484833e-06 5.041528e-06
## 1723 1724 1725 1726 1727 1728
## 1.094192e-05 2.488292e-05 5.774581e-05 1.328622e-04 2.948485e-04 6.170203e-04
## 1729 1730 1731 1732 1733 1734
## 1.198950e-03 2.146817e-03 3.540331e-03 5.403732e-03 7.699795e-03 1.035158e-02
## 1735 1736 1737 1738 1739 1740
## 1.328058e-02 1.644575e-02 1.987495e-02 2.369147e-02 2.814664e-02 3.367663e-02
## 1741 1742 1743 1744 1745 1746
## 4.101235e-02 5.139388e-02 6.698458e-02 9.164886e-02 1.322781e-01 2.003803e-01
## 1747 1748 1749 1750 1751 1752
## 3.111809e-01 4.720445e-01 6.582863e-01 8.159214e-01 9.136360e-01 9.619596e-01
## 1753 1754 1755 1756 1757 1758
## 9.831765e-01 9.921716e-01 9.960591e-01 9.978265e-01 9.986849e-01 9.991324e-01
## 1759 1760 1761 1762 1763 1764
## 9.993824e-01 9.995312e-01 9.996251e-01 9.996875e-01 9.997309e-01 9.997625e-01
## 1765 1766 1767 1768 1769 1770
## 9.997863e-01 9.998051e-01 9.998203e-01 9.998330e-01 9.998440e-01 9.998537e-01
## 1771 1772 1773 1774 1775 1776
## 9.998623e-01 9.998702e-01 9.998775e-01 9.998842e-01 9.998905e-01 9.998964e-01
## 1777 1778 1779 1780 1781 1782
## 9.999020e-01 9.999072e-01 9.999122e-01 9.999168e-01 9.999212e-01 9.999254e-01
## 1783 1784 1785 1786 1787 1788
## 9.999293e-01 9.999330e-01 9.999365e-01 9.999398e-01 9.999428e-01 9.999457e-01
## 1789 1790 1791 1792 1793 1794
## 9.999484e-01 9.999510e-01 9.999533e-01 9.999556e-01 9.999577e-01 9.999596e-01
## 1795 1796 1797 1798 1799 1800
## 9.999615e-01 9.999632e-01 9.999648e-01 9.999663e-01 9.999677e-01 9.999690e-01
## 1801 1802 1803 1804 1805 1806
## 9.999702e-01 9.999714e-01 9.999725e-01 9.999735e-01 9.999744e-01 9.999753e-01
## 1807 1808 1809 1810 1811 1812
## 9.999761e-01 9.999769e-01 9.999777e-01 9.999783e-01 9.999790e-01 9.999796e-01
## 1813 1814 1815 1816 1817 1818
## 9.999801e-01 9.999807e-01 9.999812e-01 9.999817e-01 9.999821e-01 9.999825e-01
## 1819 1820 1821 1822 1823 1824
## 6.877376e-06 6.622840e-06 6.362619e-06 6.097547e-06 5.828548e-06 5.556631e-06
## 1825 1826 1827 1828 1829 1830
## 5.282880e-06 5.008440e-06 4.734505e-06 4.462300e-06 4.193061e-06 3.928015e-06
## 1831 1832 1833 1834 1835 1836
## 3.668361e-06 3.415245e-06 3.169739e-06 2.932825e-06 2.705374e-06 2.488134e-06
## 1837 1838 1839 1840 1841 1842
## 2.281716e-06 2.086588e-06 1.903070e-06 1.731339e-06 1.571428e-06 1.423238e-06
## 1843 1844 1845 1846 1847 1848
## 1.286549e-06 1.161031e-06 1.046271e-06 9.417637e-07 8.469602e-07 7.612654e-07
## 1849 1850 1851 1852 1853 1854
## 6.840587e-07 6.147080e-07 5.525826e-07 4.970636e-07 4.475530e-07 4.034804e-07
## 1855 1856 1857 1858 1859 1860
## 3.643079e-07 3.295337e-07 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1861 1862 1863 1864 1865 1866
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1867 1868 1869 1870 1871 1872
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1873 1874 1875 1876 1877 1878
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1879 1880 1881 1882 1883 1884
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1885 1886 1887 1888 1889 1890
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.398923e-07 5.426795e-07
## 1891 1892 1893 1894 1895 1896
## 9.559321e-07 1.858485e-06 3.952480e-06 9.018128e-06 2.144928e-05 5.140026e-05
## 1897 1898 1899 1900 1901 1902
## 1.200098e-04 2.656907e-04 5.484410e-04 1.049911e-03 1.873171e-03 3.154155e-03
## 1903 1904 1905 1906 1907 1908
## 5.101015e-03 8.081956e-03 1.280114e-02 2.065628e-02 3.448740e-02 6.011342e-02
## 1909 1910 1911 1912 1913 1914
## 1.090524e-01 2.009482e-01 3.560360e-01 5.624195e-01 7.559503e-01 8.829487e-01
## 1915 1916 1917 1918 1919 1920
## 9.475141e-01 9.763953e-01 9.888716e-01 9.943669e-01 9.969063e-01 4.904116e-06
## 1921 1922 1923 1924 1925 1926
## 4.627202e-06 4.352825e-06 4.082240e-06 3.816675e-06 3.557318e-06 3.305287e-06
## 1927 1928 1929 1930 1931 1932
## 3.061616e-06 2.827235e-06 2.602948e-06 2.389430e-06 2.187210e-06 1.996670e-06
## 1933 1934 1935 1936 1937 1938
## 1.818040e-06 1.651409e-06 1.496724e-06 1.353805e-06 1.222362e-06 1.101993e-06
## 1939 1940 1941 1942 1943 1944
## 9.922238e-07 8.925134e-07 8.022745e-07 7.208787e-07 6.476900e-07 5.820663e-07
## 1945 1946 1947 1948 1949 1950
## 5.233739e-07 4.709972e-07 4.243463e-07 3.828628e-07 3.460239e-07 3.133445e-07
## 1951 1952 1953 1954 1955 1956
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1957 1958 1959 1960 1961 1962
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1963 1964 1965 1966 1967 1968
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1969 1970 1971 1972 1973 1974
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1975 1976 1977 1978 1979 1980
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 1981 1982 1983 1984 1985 1986
## 3.807884e-07 6.277025e-07 1.155851e-06 2.388425e-06 5.517771e-06 1.406243e-05
## 1987 1988 1989 1990 1991 1992
## 3.867751e-05 1.117537e-04 3.303524e-04 9.785289e-04 2.868836e-03 8.284841e-03
## 1993 1994 1995 1996 1997 1998
## 2.349917e-02 6.465463e-02 1.655645e-01 3.617810e-01 6.144871e-01 8.126256e-01
## 1999 2000 2001 2002 2003 2004
## 9.180016e-01 9.641750e-01 9.834438e-01 9.916944e-01 9.954390e-01 9.972619e-01
## 2005 2006 2007 2008 2009 2010
## 9.982152e-01 9.987489e-01 9.990668e-01 9.992670e-01 9.993995e-01 9.994911e-01
## 2011 2012 2013 2014 2015 2016
## 9.995570e-01 9.996063e-01 9.996444e-01 9.996747e-01 9.996996e-01 9.997207e-01
## 2017 2018 2019 2020 2021 2022
## 9.997388e-01 9.997548e-01 9.997691e-01 9.997822e-01 2.955722e-06 2.724170e-06
## 2023 2024 2025 2026 2027 2028
## 2.503314e-06 2.293747e-06 2.095921e-06 1.910112e-06 1.736470e-06 1.574993e-06
## 2029 2030 2031 2032 2033 2034
## 1.425551e-06 1.287874e-06 1.161604e-06 1.046285e-06 9.413883e-07 8.463313e-07
## 2035 2036 2037 2038 2039 2040
## 7.604919e-07 6.832260e-07 6.138813e-07 5.518103e-07 4.963803e-07 4.469822e-07
## 2041 2042 2043 2044 2045 2046
## 4.030372e-07 3.640013e-07 3.293685e-07 0.000000e+00 0.000000e+00 0.000000e+00
## 2047 2048 2049 2050 2051 2052
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2053 2054 2055 2056 2057 2058
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2059 2060 2061 2062 2063 2064
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2065 2066 2067 2068 2069 2070
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2071 2072 2073 2074 2075 2076
## 3.817117e-07 6.291328e-07 1.185083e-06 2.604521e-06 6.790249e-06 2.117428e-05
## 2077 2078 2079 2080 2081 2082
## 7.861046e-05 3.401881e-04 1.650365e-03 8.479183e-03 4.248186e-02 1.786934e-01
## 2083 2084 2085 2086 2087 2088
## 4.895283e-01 7.855792e-01 9.224189e-01 9.702378e-01 9.870121e-01 9.934964e-01
## 2089 2090 2091 2092 2093 2094
## 9.963057e-01 9.976605e-01 9.983782e-01 9.987899e-01 9.990425e-01 9.992064e-01
## 2095 2096 2097 2098 2099 2100
## 9.993182e-01 9.993978e-01 9.994566e-01 9.995018e-01 9.995377e-01 9.995671e-01
## 2101 2102 2103 2104 2105 2106
## 9.995920e-01 9.996137e-01 9.996330e-01 9.996505e-01 9.996668e-01 9.996819e-01
## 2107 2108 2109 2110 2111 2112
## 9.996963e-01 9.997100e-01 9.997232e-01 9.997358e-01 9.997480e-01 9.997597e-01
## 2113 2114 2115 2116 2117 2118
## 9.997710e-01 9.997819e-01 9.997924e-01 9.998025e-01 9.998122e-01 9.998215e-01
## 2119 2120 2121 2122 2123 2124
## 9.998304e-01 9.998389e-01 9.998470e-01 1.502237e-06 1.358047e-06 1.225599e-06
## 2125 2126 2127 2128 2129 2130
## 1.104465e-06 9.941329e-07 8.940315e-07 8.035426e-07 7.220202e-07 6.488055e-07
## 2131 2132 2133 2134 2135 2136
## 5.832401e-07 5.246780e-07 4.724952e-07 4.260970e-07 3.849238e-07 3.484555e-07
## 2137 2138 2139 2140 2141 2142
## 3.162136e-07 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2143 2144 2145 2146 2147 2148
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2149 2150 2151 2152 2153 2154
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2155 2156 2157 2158 2159 2160
## 0.000000e+00 0.000000e+00 3.807410e-07 5.588873e-07 9.045970e-07 1.633986e-06
## 2161 2162 2163 2164 2165 2166
## 3.324640e-06 7.657026e-06 1.994303e-05 5.831339e-05 1.889160e-04 6.661373e-04
## 2167 2168 2169 2170 2171 2172
## 2.502364e-03 9.752825e-03 3.786822e-02 1.347781e-01 3.719935e-01 6.771100e-01
## 2173 2174 2175 2176 2177 2178
## 8.703611e-01 9.500131e-01 9.791494e-01 9.901992e-01 9.947784e-01 9.968745e-01
## 2179 2180 2181 2182 2183 2184
## 9.979289e-01 9.985056e-01 9.988444e-01 9.990559e-01 9.991949e-01 9.992905e-01
## 2185 2186 2187 2188 2189 2190
## 9.993588e-01 9.994097e-01 9.994488e-01 9.994801e-01 9.995060e-01 9.995281e-01
## 2191 2192 2193 2194 2195 2196
## 9.995477e-01 9.995654e-01 9.995818e-01 9.995973e-01 9.996121e-01 9.996265e-01
## 2197 2198 2199 2200 2201 2202
## 9.996404e-01 9.996541e-01 9.996674e-01 9.996806e-01 9.996934e-01 9.997061e-01
## 2203 2204 2205 2206 2207 2208
## 9.997185e-01 9.997306e-01 9.997424e-01 9.997540e-01 9.997652e-01 9.997761e-01
## 2209 2210 2211 2212 2213 2214
## 9.997866e-01 9.997968e-01 9.998067e-01 9.998161e-01 9.998252e-01 9.998339e-01
## 2215 2216 2217 2218 2219 2220
## 9.998422e-01 9.998502e-01 9.998578e-01 9.998650e-01 9.998718e-01 9.998783e-01
## 2221 2222 2223 2224 2225 2226
## 9.998845e-01 9.998903e-01 6.944015e-07 6.264907e-07 5.662175e-07 5.129975e-07
## 2227 2228 2229 2230 2231 2232
## 4.662901e-07 4.256097e-07 3.905386e-07 3.607418e-07 3.359850e-07 3.161620e-07
## 2233 2234 2235 2236 2237 2238
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.292586e-07
## 2239 2240 2241 2242 2243 2244
## 3.728381e-07 4.457356e-07 5.682057e-07 7.800675e-07 1.163701e-06 1.898520e-06
## 2245 2246 2247 2248 2249 2250
## 3.394282e-06 6.623552e-06 1.394977e-05 3.113340e-05 7.191351e-05 1.675610e-04
## 2251 2252 2253 2254 2255 2256
## 3.846293e-04 8.543997e-04 1.819221e-03 3.711420e-03 7.312141e-03 1.410697e-02
## 2257 2258 2259 2260 2261 2262
## 2.709137e-02 5.250404e-02 1.029915e-01 2.004183e-01 3.662339e-01 5.822627e-01
## 2263 2264 2265 2266 2267 2268
## 7.750328e-01 8.944527e-01 9.525851e-01 9.780667e-01 9.891003e-01 9.940645e-01
## 2269 2270 2271 2272 2273 2274
## 9.964411e-01 9.976612e-01 9.983323e-01 9.987254e-01 9.989687e-01 9.991268e-01
## 2275 2276 2277 2278 2279 2280
## 9.992339e-01 9.993093e-01 9.993643e-01 9.994058e-01 9.994383e-01 9.994647e-01
## 2281 2282 2283 2284 2285 2286
## 9.994868e-01 9.995061e-01 9.995233e-01 9.995392e-01 9.995542e-01 9.995685e-01
## 2287 2288 2289 2290 2291 2292
## 9.995825e-01 9.995961e-01 9.996095e-01 9.996228e-01 9.996360e-01 9.996491e-01
## 2293 2294 2295 2296 2297 2298
## 9.996620e-01 9.996748e-01 9.996875e-01 9.997000e-01 9.997123e-01 9.997244e-01
## 2299 2300 2301 2302 2303 2304
## 9.997362e-01 9.997478e-01 9.997591e-01 9.997701e-01 9.997808e-01 9.997911e-01
## 2305 2306 2307 2308 2309 2310
## 9.998011e-01 9.998108e-01 9.998201e-01 9.998290e-01 9.998375e-01 9.998457e-01
## 2311 2312 2313 2314 2315 2316
## 9.998535e-01 9.998609e-01 9.998680e-01 9.998747e-01 9.998811e-01 9.998871e-01
## 2317 2318 2319 2320 2321 2322
## 9.998928e-01 9.998982e-01 9.999033e-01 9.999080e-01 9.999126e-01 9.999168e-01
## 2323 2324 2325 2326 2327 2328
## 9.999208e-01 1.041804e-06 1.302130e-06 1.752071e-06 2.559197e-06 4.079656e-06
## 2329 2330 2331 2332 2333 2334
## 7.100643e-06 1.341003e-05 2.710196e-05 5.738567e-05 1.239606e-04 2.654536e-04
## 2335 2336 2337 2338 2339 2340
## 5.486168e-04 1.070968e-03 1.947101e-03 3.276743e-03 5.109564e-03 7.431578e-03
## 2341 2342 2343 2344 2345 2346
## 1.018721e-02 1.332942e-02 1.687944e-02 2.098605e-02 2.599346e-02 3.254924e-02
## 2347 2348 2349 2350 2351 2352
## 4.181217e-02 5.586926e-02 7.855313e-02 1.168996e-01 1.830210e-01 2.934338e-01
## 2353 2354 2355 2356 2357 2358
## 4.565820e-01 6.464504e-01 8.067178e-01 9.062690e-01 9.563960e-01 9.792420e-01
## 2359 2360 2361 2362 2363 2364
## 9.894632e-01 9.941752e-01 9.964701e-01 9.976624e-01 9.983232e-01 9.987121e-01
## 2365 2366 2367 2368 2369 2370
## 9.989536e-01 9.991105e-01 9.992167e-01 9.992912e-01 9.993453e-01 9.993858e-01
## 2371 2372 2373 2374 2375 2376
## 9.994173e-01 9.994427e-01 9.994638e-01 9.994821e-01 9.994984e-01 9.995133e-01
## 2377 2378 2379 2380 2381 2382
## 9.995274e-01 9.995410e-01 9.995541e-01 9.995671e-01 9.995800e-01 9.995928e-01
## 2383 2384 2385 2386 2387 2388
## 9.996056e-01 9.996184e-01 9.996312e-01 9.996439e-01 9.996566e-01 9.996692e-01
## 2389 2390 2391 2392 2393 2394
## 9.996818e-01 9.996942e-01 9.997064e-01 9.997185e-01 9.997303e-01 9.997419e-01
## 2395 2396 2397 2398 2399 2400
## 9.997533e-01 9.997644e-01 9.997752e-01 9.997856e-01 9.997958e-01 9.998056e-01
## 2401 2402 2403 2404 2405 2406
## 9.998150e-01 9.998241e-01 9.998329e-01 9.998412e-01 9.998492e-01 9.998569e-01
## 2407 2408 2409 2410 2411 2412
## 9.998642e-01 9.998711e-01 9.998777e-01 9.998839e-01 9.998898e-01 9.998954e-01
## 2413 2414 2415 2416 2417 2418
## 9.999007e-01 9.999056e-01 9.999103e-01 9.999147e-01 9.999189e-01 9.999228e-01
## 2419 2420 2421 2422 2423 2424
## 9.999264e-01 9.999299e-01 9.999331e-01 9.999361e-01 9.999390e-01 9.999416e-01
## 2425 2426 2427 2428 2429 2430
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2431 2432 2433 2434 2435 2436
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2437 2438 2439 2440 2441 2442
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2443 2444 2445 2446 2447 2448
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2449 2450 2451 2452 2453 2454
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2455 2456 2457 2458 2459 2460
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2461 2462 2463 2464 2465 2466
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2467 2468 2469 2470 2471 2472
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2473 2474 2475 2476 2477 2478
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2479 2480 2481 2482 2483 2484
## 3.167071e-07 3.333038e-07 3.518183e-07 3.729088e-07 3.975397e-07 4.271406e-07
## 2485 2486 2487 2488 2489 2490
## 4.638636e-07 5.110154e-07 5.738112e-07 6.607439e-07 7.861875e-07 9.755810e-07
## 2491 2492 2493 2494 2495 2496
## 1.276286e-06 1.781522e-06 2.685955e-06 4.421241e-06 8.000533e-06 1.591753e-05
## 2497 2498 2499 2500 2501 2502
## 3.449774e-05 7.984194e-05 1.916419e-04 4.608105e-04 1.072659e-03 2.350273e-03
## 2503 2504 2505 2506 2507 2508
## 4.760539e-03 8.853132e-03 1.516384e-02 2.417738e-02 3.643466e-02 5.279975e-02
## 2509 2510 2511 2512 2513 2514
## 7.486227e-02 1.054744e-01 1.494227e-01 2.139908e-01 3.082271e-01 4.379612e-01
## 2515 2516 2517 2518 2519 2520
## 5.945890e-01 7.482698e-01 8.656050e-01 9.362684e-01 9.718176e-01 9.878132e-01
## 2521 2522 2523 2524 2525 2526
## 9.946387e-01 9.975262e-01 9.987770e-01 9.993441e-01 9.996167e-01 0.000000e+00
## 2527 2528 2529 2530 2531 2532
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2533 2534 2535 2536 2537 2538
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2539 2540 2541 2542 2543 2544
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2545 2546 2547 2548 2549 2550
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2551 2552 2553 2554 2555 2556
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2557 2558 2559 2560 2561 2562
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2563 2564 2565 2566 2567 2568
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2569 2570 2571 2572 2573 2574
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.107671e-07 3.304664e-07
## 2575 2576 2577 2578 2579 2580
## 3.535584e-07 3.813947e-07 4.160179e-07 4.605822e-07 5.200945e-07 6.027731e-07
## 2581 2582 2583 2584 2585 2586
## 7.226607e-07 9.049064e-07 1.197030e-06 1.694345e-06 2.600829e-06 4.383690e-06
## 2587 2588 2589 2590 2591 2592
## 8.188213e-06 1.700419e-05 3.904896e-05 9.766383e-05 2.597145e-04 7.133338e-04
## 2593 2594 2595 2596 2597 2598
## 1.966789e-03 5.321596e-03 1.392981e-02 3.500421e-02 8.371234e-02 1.861270e-01
## 2599 2600 2601 2602 2603 2604
## 3.656615e-01 5.960921e-01 7.934763e-01 9.098535e-01 9.634219e-01 9.852641e-01
## 2605 2606 2607 2608 2609 2610
## 9.938445e-01 9.972574e-01 9.986736e-01 9.992976e-01 9.995922e-01 9.997416e-01
## 2611 2612 2613 2614 2615 2616
## 9.998227e-01 9.998695e-01 9.998981e-01 9.999164e-01 9.999286e-01 9.999370e-01
## 2617 2618 2619 2620 2621 2622
## 9.999429e-01 9.999472e-01 9.999504e-01 9.999528e-01 9.999546e-01 9.999560e-01
## 2623 2624 2625 2626 2627 2628
## 9.999571e-01 9.999580e-01 9.999588e-01 9.999594e-01 0.000000e+00 0.000000e+00
## 2629 2630 2631 2632 2633 2634
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2635 2636 2637 2638 2639 2640
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2641 2642 2643 2644 2645 2646
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2647 2648 2649 2650 2651 2652
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2653 2654 2655 2656 2657 2658
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2659 2660 2661 2662 2663 2664
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2665 2666 2667 2668 2669 2670
## 0.000000e+00 0.000000e+00 3.286490e-07 3.614464e-07 4.040437e-07 4.614748e-07
## 2671 2672 2673 2674 2675 2676
## 5.421621e-07 6.608624e-07 8.448843e-07 1.148102e-06 1.684969e-06 2.720191e-06
## 2677 2678 2679 2680 2681 2682
## 4.927779e-06 1.021781e-05 2.466821e-05 7.009329e-05 2.345455e-04 9.123281e-04
## 2683 2684 2685 2686 2687 2688
## 4.007783e-03 1.892806e-02 8.753483e-02 3.198647e-01 6.843464e-01 9.003332e-01
## 2689 2690 2691 2692 2693 2694
## 9.706282e-01 9.905039e-01 9.964700e-01 9.984805e-01 9.992482e-01 9.995783e-01
## 2695 2696 2697 2698 2699 2700
## 9.997363e-01 9.998191e-01 9.998662e-01 9.998946e-01 9.999128e-01 9.999249e-01
## 2701 2702 2703 2704 2705 2706
## 9.999333e-01 9.999393e-01 9.999437e-01 9.999470e-01 9.999495e-01 9.999514e-01
## 2707 2708 2709 2710 2711 2712
## 9.999530e-01 9.999542e-01 9.999553e-01 9.999561e-01 9.999568e-01 9.999574e-01
## 2713 2714 2715 2716 2717 2718
## 9.999580e-01 9.999585e-01 9.999589e-01 9.999592e-01 9.999596e-01 9.999599e-01
## 2719 2720 2721 2722 2723 2724
## 9.999602e-01 9.999605e-01 9.999607e-01 9.999609e-01 9.999612e-01 9.999614e-01
## 2725 2726 2727 2728 2729 2730
## 9.999616e-01 9.999617e-01 9.999619e-01 0.000000e+00 0.000000e+00 0.000000e+00
## 2731 2732 2733 2734 2735 2736
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2737 2738 2739 2740 2741 2742
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2743 2744 2745 2746 2747 2748
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2749 2750 2751 2752 2753 2754
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2755 2756 2757 2758 2759 2760
## 0.000000e+00 0.000000e+00 3.285972e-07 3.860952e-07 4.690313e-07 5.942823e-07
## 2761 2762 2763 2764 2765 2766
## 7.936989e-07 1.131292e-06 1.745211e-06 2.958417e-06 5.595776e-06 1.197662e-05
## 2767 2768 2769 2770 2771 2772
## 2.932088e-05 8.256390e-05 2.669595e-04 9.809229e-04 4.012569e-03 1.763456e-02
## 2773 2774 2775 2776 2777 2778
## 7.742401e-02 2.834090e-01 6.428489e-01 8.835179e-01 9.661402e-01 9.893935e-01
## 2779 2780 2781 2782 2783 2784
## 9.961858e-01 9.984022e-01 9.992239e-01 9.995690e-01 9.997311e-01 9.998151e-01
## 2785 2786 2787 2788 2789 2790
## 9.998624e-01 9.998909e-01 9.999090e-01 9.999212e-01 9.999295e-01 9.999356e-01
## 2791 2792 2793 2794 2795 2796
## 9.999400e-01 9.999434e-01 9.999460e-01 9.999480e-01 9.999497e-01 9.999511e-01
## 2797 2798 2799 2800 2801 2802
## 9.999522e-01 9.999532e-01 9.999541e-01 9.999548e-01 9.999555e-01 9.999561e-01
## 2803 2804 2805 2806 2807 2808
## 9.999566e-01 9.999571e-01 9.999576e-01 9.999580e-01 9.999584e-01 9.999588e-01
## 2809 2810 2811 2812 2813 2814
## 9.999591e-01 9.999595e-01 9.999598e-01 9.999601e-01 9.999603e-01 9.999606e-01
## 2815 2816 2817 2818 2819 2820
## 9.999608e-01 9.999611e-01 9.999613e-01 9.999615e-01 9.999617e-01 9.999619e-01
## 2821 2822 2823 2824 2825 2826
## 9.999621e-01 9.999622e-01 9.999624e-01 9.999625e-01 9.999627e-01 9.999628e-01
## 2827 2828 2829 2830 2831 2832
## 9.999630e-01 9.999631e-01 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2833 2834 2835 2836 2837 2838
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 2839 2840 2841 2842 2843 2844
## 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.324493e-07
## 2845 2846 2847 2848 2849 2850
## 4.311825e-07 5.909583e-07 8.645337e-07 1.363449e-06 2.337954e-06 4.383157e-06
## 2851 2852 2853 2854 2855 2856
## 8.991412e-06 2.006934e-05 4.812788e-05 1.216536e-04 3.166960e-04 8.292034e-04
## 2857 2858 2859 2860 2861 2862
## 2.139895e-03 5.368864e-03 1.301614e-02 3.048533e-02 6.898260e-02 1.492481e-01
## 2863 2864 2865 2866 2867 2868
## 2.979011e-01 5.147892e-01 7.334958e-01 8.802494e-01 9.519972e-01 9.813414e-01
## 2869 2870 2871 2872 2873 2874
## 9.925373e-01 9.968055e-01 9.985009e-01 9.992201e-01 9.995497e-01 9.997135e-01
## 2875 2876 2877 2878 2879 2880
## 9.998012e-01 9.998516e-01 9.998823e-01 9.999021e-01 9.999153e-01 9.999245e-01
## 2881 2882 2883 2884 2885 2886
## 9.999311e-01 9.999360e-01 9.999397e-01 9.999426e-01 9.999449e-01 9.999468e-01
## 2887 2888 2889 2890 2891 2892
## 9.999483e-01 9.999497e-01 9.999508e-01 9.999518e-01 9.999527e-01 9.999535e-01
## 2893 2894 2895 2896 2897 2898
## 9.999542e-01 9.999549e-01 9.999555e-01 9.999561e-01 9.999566e-01 9.999571e-01
## 2899 2900 2901 2902 2903 2904
## 9.999575e-01 9.999580e-01 9.999584e-01 9.999588e-01 9.999591e-01 9.999595e-01
## 2905 2906 2907 2908 2909 2910
## 9.999598e-01 9.999601e-01 9.999604e-01 9.999606e-01 9.999609e-01 9.999611e-01
## 2911 2912 2913 2914 2915 2916
## 9.999614e-01 9.999616e-01 9.999618e-01 9.999620e-01 9.999622e-01 9.999624e-01
## 2917 2918 2919 2920 2921 2922
## 9.999625e-01 9.999627e-01 9.999629e-01 9.999630e-01 9.999631e-01 9.999633e-01
## 2923 2924 2925 2926 2927 2928
## 9.999634e-01 9.999635e-01 9.999637e-01 9.999638e-01 9.999639e-01 9.999640e-01
## 2929 2930 2931 2932 2933 2934
## 9.999641e-01 3.866038e-07 5.637225e-07 8.866263e-07 1.515198e-06 2.824064e-06
## 2935 2936 2937 2938 2939 2940
## 5.730666e-06 1.255037e-05 2.918042e-05 7.037212e-05 1.712244e-04 4.085442e-04
## 2941 2942 2943 2944 2945 2946
## 9.320216e-04 1.994457e-03 3.958491e-03 7.262222e-03 1.235804e-02 1.967642e-02
## 2947 2948 2949 2950 2951 2952
## 2.967334e-02 4.299276e-02 6.075293e-02 8.497644e-02 1.192143e-01 1.693594e-01
## 2953 2954 2955 2956 2957 2958
## 2.441909e-01 3.536591e-01 5.006457e-01 6.665958e-01 8.122428e-01 9.092103e-01
## 2959 2960 2961 2962 2963 2964
## 9.603104e-01 9.833466e-01 9.929328e-01 9.968423e-01 9.984736e-01 9.991900e-01
## 2965 2966 2967 2968 2969 2970
## 9.995264e-01 9.996962e-01 9.997883e-01 9.998416e-01 9.998743e-01 9.998954e-01
## 2971 2972 2973 2974 2975 2976
## 9.999096e-01 9.999195e-01 9.999267e-01 9.999320e-01 9.999361e-01 9.999393e-01
## 2977 2978 2979 2980 2981 2982
## 9.999418e-01 9.999440e-01 9.999457e-01 9.999472e-01 9.999486e-01 9.999497e-01
## 2983 2984 2985 2986 2987 2988
## 9.999508e-01 9.999517e-01 9.999525e-01 9.999533e-01 9.999540e-01 9.999547e-01
## 2989 2990 2991 2992 2993 2994
## 9.999553e-01 9.999559e-01 9.999564e-01 9.999570e-01 9.999574e-01 9.999579e-01
## 2995 2996 2997 2998 2999 3000
## 9.999583e-01 9.999587e-01 9.999591e-01 9.999594e-01 9.999598e-01 9.999601e-01
## 3001 3002 3003 3004 3005 3006
## 9.999604e-01 9.999607e-01 9.999610e-01 9.999612e-01 9.999615e-01 9.999617e-01
## 3007 3008 3009 3010 3011 3012
## 9.999619e-01 9.999621e-01 9.999623e-01 9.999625e-01 9.999627e-01 9.999629e-01
## 3013 3014 3015 3016 3017 3018
## 9.999630e-01 9.999632e-01 9.999633e-01 9.999635e-01 9.999636e-01 9.999637e-01
## 3019 3020 3021 3022 3023 3024
## 9.999639e-01 9.999640e-01 9.999641e-01 9.999642e-01 9.999643e-01 9.999644e-01
## 3025 3026 3027 3028 3029 3030
## 9.999645e-01 9.999646e-01 9.999647e-01 9.999648e-01 9.999649e-01 9.999649e-01
predict(nnet_expanded_tune, viz_grid_expanded)
## 1 2 3 4 5 6
## 0.0010209793 0.0010476209 0.0010791257 0.0011160030 0.0011588754 0.0012084946
## 7 8 9 10 11 12
## 0.0012657623 0.0013317529 0.0014077429 0.0014952435 0.0015960399 0.0017122357
## 13 14 15 16 17 18
## 0.0018463029 0.0020011376 0.0021801201 0.0023871773 0.0026268453 0.0029043277
## 19 20 21 22 23 24
## 0.0032255442 0.0035971613 0.0040265984 0.0045219978 0.0050921501 0.0057463667
## 25 26 27 28 29 30
## 0.0064942945 0.0073456734 0.0083100446 0.0093964269 0.0106129873 0.0119667386
## 31 32 33 34 35 36
## 0.0134633042 0.0151067852 0.0168997633 0.0188434567 0.0209380343 0.0231830718
## 37 38 39 40 41 42
## 0.0255781219 0.0281233559 0.0308202307 0.0336721361 0.0366849841 0.0398677128
## 43 44 45 46 47 48
## 0.0432326905 0.0467960169 0.0505777268 0.0546019091 0.0588967558 0.0634945530
## 49 50 51 52 53 54
## 0.0684316251 0.0737482356 0.0794884414 0.0856998940 0.0924335677 0.0997433966
## 55 56 57 58 59 60
## 0.1076857909 0.1163190035 0.1257023150 0.1358950072 0.1469550993 0.1589378313
## 61 62 63 64 65 66
## 0.1718938912 0.1858674025 0.2008937124 0.2169970472 0.2341881357 0.2524619273
## 67 68 69 70 71 72
## 0.2717955587 0.2921467420 0.3134527446 0.3356301218 0.3585753231 0.3821662414
## 73 74 75 76 77 78
## 0.4062647015 0.4307198051 0.4553719719 0.4800574490 0.5046130145 0.5288805871
## 79 80 81 82 83 84
## 0.5527114630 0.5759699475 0.5985355039 0.6203076402 0.6412024688 0.6611560611
## 85 86 87 88 89 90
## 0.6801231165 0.6980758313 0.7150023104 0.7309046769 0.7457970244 0.7597033348
## 91 92 93 94 95 96
## 0.7726554600 0.7846912398 0.7958528039 0.8061850849 0.8157345506 0.8245481530
## 97 98 99 100 101 102
## 0.8326724800 0.8401530907 0.8470340142 0.8533573864 0.8591632040 0.0017369069
## 103 104 105 106 107 108
## 0.0016979881 0.0016664494 0.0016414301 0.0016222526 0.0016083925 0.0015994564
## 109 110 111 112 113 114
## 0.0015951654 0.0015953429 0.0015999060 0.0016088604 0.0016222982 0.0016403977
## 115 116 117 118 119 120
## 0.0016634262 0.0016917447 0.0017258160 0.0017662140 0.0018136377 0.0018689271
## 121 122 123 124 125 126
## 0.0019330837 0.0020072943 0.0020929606 0.0021917331 0.0023055515 0.0024366916
## 127 128 129 130 131 132
## 0.0025878184 0.0027620470 0.0029630105 0.0031949338 0.0034627135 0.0037719998
## 133 134 135 136 137 138
## 0.0041292793 0.0045419531 0.0050184053 0.0055680552 0.0062013867 0.0069299473
## 139 140 141 142 143 144
## 0.0077663118 0.0087240078 0.0098174016 0.0110615535 0.0124720500 0.0140648333
## 145 146 147 148 149 150
## 0.0158560474 0.0178619265 0.0200987485 0.0225828745 0.0253308872 0.0283598330
## 151 152 153 154 155 156
## 0.0316875613 0.0353331457 0.0393173639 0.0436632061 0.0483963820 0.0535457928
## 157 158 159 160 161 162
## 0.0591439390 0.0652272359 0.0718362123 0.0790155670 0.0868140612 0.0952842225
## 163 164 165 166 167 168
## 0.1044818337 0.1144651822 0.1252940413 0.1370283601 0.1497266433 0.1634440153
## 169 170 171 172 173 174
## 0.1782299772 0.1941258928 0.2111622669 0.2293559180 0.2487071815 0.2691973180
## 175 176 177 178 179 180
## 0.2907863280 0.3134113872 0.3369861121 0.3614008304 0.3865239758 0.4122046421
## 181 182 183 184 185 186
## 0.4382762321 0.4645610372 0.4908754851 0.5170357271 0.5428631992 0.5681897990
## 187 188 189 190 191 192
## 0.5928623634 0.6167462102 0.6397276023 0.6617150925 0.6826398018 0.7024541191
## 193 194 195 196 197 198
## 0.7211329157 0.7386674248 0.7550657477 0.7703495663 0.7845515825 0.7977130611
## 199 200 201 202 203 204
## 0.8098815642 0.8211089336 0.8314495500 0.8409588742 0.0059832195 0.0054426444
## 205 206 207 208 209 210
## 0.0049983353 0.0046306144 0.0043243316 0.0040677291 0.0038516093 0.0036687237
## 211 212 213 214 215 216
## 0.0035133195 0.0033808009 0.0032674760 0.0031703645 0.0030870523 0.0030155798
## 217 218 219 220 221 222
## 0.0029543563 0.0029020941 0.0028577572 0.0028205216 0.0027897453 0.0027649444
## 223 224 225 226 227 228
## 0.0027457757 0.0027320239 0.0027235923 0.0027204979 0.0027228687 0.0027309446
## 229 230 231 232 233 234
## 0.0027450805 0.0027657532 0.0027935708 0.0028292859 0.0028738124 0.0029282473
## 235 236 237 238 239 240
## 0.0029938969 0.0030723102 0.0031653184 0.0032750834 0.0034041565 0.0035555475
## 241 242 243 244 245 246
## 0.0037328088 0.0039401324 0.0041824662 0.0044656475 0.0047965569 0.0051832933
## 247 248 249 250 251 252
## 0.0056353695 0.0061639266 0.0067819649 0.0075045855 0.0083492341 0.0093359397
## 253 254 255 256 257 258
## 0.0104875329 0.0118298332 0.0133917908 0.0152055697 0.0173065657 0.0197333527
## 259 260 261 262 263 264
## 0.0225275617 0.0257336992 0.0293989223 0.0335727876 0.0383069933 0.0436551314
## 265 266 267 268 269 270
## 0.0496724564 0.0564156691 0.0639426948 0.0723124274 0.0815843900 0.0918182567
## 271 272 273 274 275 276
## 0.1030731742 0.1154068172 0.1288741259 0.1435256813 0.1594057027 0.1765496781
## 277 278 279 280 281 282
## 0.1949816816 0.2147114716 0.2357315176 0.2580141434 0.2815090214 0.3061412710
## 283 284 285 286 287 288
## 0.3318104203 0.3583904612 0.3857311685 0.4136607616 0.4419898722 0.4705166539
## 289 290 291 292 293 294
## 0.4990327504 0.5273297388 0.5552056159 0.5824708821 0.6089538306 0.6345047320
## 295 296 297 298 299 300
## 0.6589987255 0.6823373533 0.7044487935 0.7252869443 0.7448295774 0.7630758124
## 301 302 303 304 305 306
## 0.7800431659 0.7957644098 0.8102844341 0.0590798588 0.0471783597 0.0381203301
## 307 308 309 310 311 312
## 0.0311986540 0.0258778444 0.0217577416 0.0185413684 0.0160088395 0.0139971977
## 313 314 315 316 317 318
## 0.0123852781 0.0110825413 0.0100209151 0.0091488611 0.0084270653 0.0078253035
## 319 320 321 322 323 324
## 0.0073201543 0.0068933230 0.0065304080 0.0062199857 0.0059529290 0.0057218967
## 325 326 327 328 329 330
## 0.0055209468 0.0053452436 0.0051908342 0.0050544756 0.0049335023 0.0048257227
## 331 332 333 334 335 336
## 0.0047293396 0.0046428869 0.0045651814 0.0044952848 0.0044324741 0.0043762204
## 337 338 339 340 341 342
## 0.0043261712 0.0042821397 0.0042440968 0.0042121672 0.0041866290 0.0041679161
## 343 344 345 346 347 348
## 0.0041566251 0.0041535242 0.0041595678 0.0041759145 0.0042039519 0.0042453279
## 349 350 351 352 353 354
## 0.0043019899 0.0043762347 0.0044707717 0.0045888001 0.0047341058 0.0049111807
## 355 356 357 358 359 360
## 0.0051253690 0.0053830465 0.0056918376 0.0060608774 0.0065011250 0.0070257352
## 361 362 363 364 365 366
## 0.0076504935 0.0083943205 0.0092798451 0.0103340461 0.0115889522 0.0130823838
## 367 368 369 370 371 372
## 0.0148587119 0.0169695941 0.0194746400 0.0224419432 0.0259484093 0.0300798025
## 373 374 375 376 377 378
## 0.0349304330 0.0406024111 0.0472044102 0.0548498960 0.0636548076 0.0737347005
## 379 380 381 382 383 384
## 0.0852013945 0.0981591955 0.1127007893 0.1289029316 0.1468220844 0.1664901757
## 385 386 387 388 389 390
## 0.1879106868 0.2110552971 0.2358613349 0.2622302907 0.2900276316 0.3190841166
## 391 392 393 394 395 396
## 0.3491987287 0.3801432350 0.4116682505 0.4435105363 0.4754011350 0.5070738434
## 397 398 399 400 401 402
## 0.5382734804 0.5687634142 0.5983318948 0.6267968527 0.6540089821 0.6798530831
## 403 404 405 406 407 408
## 0.7042477818 0.7271438592 0.6606533830 0.5872346329 0.5088802026 0.4298784189
## 409 410 411 412 413 414
## 0.3546776401 0.2868803298 0.2286164871 0.1804840458 0.1419120639 0.1116657669
## 415 416 417 418 419 420
## 0.0882797403 0.0703376992 0.0566102366 0.0460963226 0.0380126584 0.0317612218
## 421 422 423 424 425 426
## 0.0268920343 0.0230690805 0.0200421344 0.0176247267 0.0156774614 0.0140956215
## 427 428 429 430 431 432
## 0.0128000594 0.0117305365 0.0108408597 0.0100953281 0.0094661271 0.0089314112
## 433 434 435 436 437 438
## 0.0084738854 0.0080797496 0.0077379091 0.0074393802 0.0071768401 0.0069442840
## 439 440 441 442 443 444
## 0.0067367628 0.0065501815 0.0063811432 0.0062268284 0.0060849012 0.0059534371
## 445 446 447 448 449 450
## 0.0058308654 0.0057159259 0.0056076345 0.0055052568 0.0054082879 0.0053164367
## 451 452 453 454 455 456
## 0.0052296141 0.0051479240 0.0050716580 0.0050012905 0.0049374785 0.0048810620
## 457 458 459 460 461 462
## 0.0048330692 0.0047947251 0.0047674649 0.0047529547 0.0047531203 0.0047701867
## 463 464 465 466 467 468
## 0.0048067309 0.0048657512 0.0049507572 0.0050658852 0.0052160436 0.0054070978
## 469 470 471 472 473 474
## 0.0056460994 0.0059415732 0.0063038712 0.0067456086 0.0072821961 0.0079324869
## 475 476 477 478 479 480
## 0.0087195533 0.0096716105 0.0108230989 0.0122159295 0.0139008865 0.0159391590
## 481 482 483 484 485 486
## 0.0184039521 0.0213820881 0.0249754726 0.0293022447 0.0344973863 0.0407125142
## 487 488 489 490 491 492
## 0.0481145525 0.0568829729 0.0672053297 0.0792709041 0.0932624210 0.1093460173
## 493 494 495 496 497 498
## 0.1276598997 0.1483024143 0.1713205113 0.1966997697 0.2243571980 0.2541378998
## 499 500 501 502 503 504
## 0.2858163767 0.3191027657 0.3536537319 0.3890871690 0.4249993963 0.4609832706
## 505 506 507 508 509 510
## 0.4966455996 0.9687106767 0.9623444878 0.9540753850 0.9432723031 0.9291065252
## 511 512 513 514 515 516
## 0.9105176987 0.8862050397 0.8546780220 0.8144156941 0.7641832851 0.7035111018
## 517 518 519 520 521 522
## 0.6332306388 0.5558175314 0.4752391739 0.3961945413 0.3230134764 0.2587332262
## 523 524 525 526 527 528
## 0.2047359178 0.1609523507 0.1263639063 0.0995170565 0.0788968579 0.0631348564
## 529 530 531 532 533 534
## 0.0510912032 0.0418622985 0.0347534298 0.0292402368 0.0249309506 0.0215341713
## 535 536 537 538 539 540
## 0.0188332502 0.0166667253 0.0149137291 0.0134832498 0.0123062841 0.0113301189
## 541 542 543 544 545 546
## 0.0105141619 0.0098268952 0.0092436401 0.0087449098 0.0083151893 0.0079420251
## 547 548 549 550 551 552
## 0.0076153433 0.0073269365 0.0070700731 0.0068392020 0.0066297248 0.0064378225
## 553 554 555 556 557 558
## 0.0062603210 0.0060945877 0.0059384515 0.0057901406 0.0056482336 0.0055116210
## 559 560 561 562 563 564
## 0.0053794750 0.0052512239 0.0051265314 0.0050052777 0.0048875438 0.0047735956
## 565 566 567 568 569 570
## 0.0046638704 0.0045589637 0.0044596172 0.0043667094 0.0042812483 0.0042043682
## 571 572 573 574 575 576
## 0.0041373309 0.0040815341 0.0040385270 0.0040100365 0.0039980041 0.0040046388
## 577 578 579 580 581 582
## 0.0040324864 0.0040845198 0.0041642557 0.0042759020 0.0044245445 0.0046163817
## 583 584 585 586 587 588
## 0.0048590194 0.0051618404 0.0055364664 0.0059973345 0.0065624132 0.0072540880
## 589 590 591 592 593 594
## 0.0081002459 0.0091355938 0.0104032352 0.0119565285 0.0138612240 0.0161978522
## 595 596 597 598 599 600
## 0.0190642862 0.0225783342 0.0268801342 0.0321340103 0.0385293349 0.0462798206
## 601 602 603 604 605 606
## 0.0556205786 0.0668022615 0.0800817003 0.0957087066 0.1139091640 0.1348651788
## 607 608 609 610 611 612
## 0.0013841751 0.0014158550 0.0014524282 0.0014945654 0.0015430898 0.0015989998
## 613 614 615 616 617 618
## 0.0016634966 0.0017380174 0.0018242771 0.0019243170 0.0020405651 0.0021759060
## 619 620 621 622 623 624
## 0.0023337655 0.0025182077 0.0027340477 0.0029869790 0.0032837155 0.0036321446
## 625 626 627 628 629 630
## 0.0040414897 0.0045224737 0.0050874766 0.0057506763 0.0065281585 0.0074379831
## 631 632 633 634 635 636
## 0.0085001921 0.0097367461 0.0111713802 0.0128293780 0.0147372649 0.0169224363
## 637 638 639 640 641 642
## 0.0194127389 0.0222360338 0.0254197727 0.0289906167 0.0329741276 0.0373945503
## 643 644 645 646 647 648
## 0.0422746975 0.0476359376 0.0534982732 0.0598804928 0.0668003701 0.0742748818
## 649 650 651 652 653 654
## 0.0823204159 0.0909529450 0.1001881414 0.1100414171 0.1205278768 0.1316621765
## 655 656 657 658 659 660
## 0.1434582857 0.1559291534 0.1690862838 0.1829392281 0.1974950020 0.2127574437
## 661 662 663 664 665 666
## 0.2287265247 0.2453976348 0.2627608611 0.2808002872 0.2994933416 0.3188102257
## 667 668 669 670 671 672
## 0.3387134579 0.3591575657 0.3800889626 0.4014460390 0.4231594921 0.4451529122
## 673 674 675 676 677 678
## 0.4673436301 0.4896438160 0.5119618103 0.5342036454 0.5562747096 0.5780814893
## 679 680 681 682 683 684
## 0.5995333211 0.6205440795 0.6410337312 0.6609296925 0.6801679376 0.6986938235
## 685 686 687 688 689 690
## 0.7164626099 0.7334396735 0.7495998778 0.7649295271 0.7794222125 0.7930805585
## 691 692 693 694 695 696
## 0.8059146893 0.8179412632 0.8291824683 0.8396650173 0.8494191776 0.8584778586
## 697 698 699 700 701 702
## 0.8668757792 0.8746487240 0.8818328966 0.8884643704 0.8945786338 0.9002102248
## 703 704 705 706 707 708
## 0.9053924472 0.9101571592 0.9145346259 0.9185534258 0.9222404027 0.0016558111
## 709 710 711 712 713 714
## 0.0016240512 0.0015971206 0.0015743128 0.0015550766 0.0015389977 0.0015257845
## 715 716 717 718 719 720
## 0.0015152579 0.0015073447 0.0015020723 0.0014995672 0.0015000537 0.0015038563
## 721 722 723 724 725 726
## 0.0015114031 0.0015232325 0.0015400028 0.0015625060 0.0015916859 0.0016286629
## 727 728 729 730 731 732
## 0.0016747648 0.0017315680 0.0018009482 0.0018851446 0.0019868391 0.0021092545
## 733 734 735 736 737 738
## 0.0022562731 0.0024325808 0.0026438393 0.0028968893 0.0031999880 0.0035630809
## 739 740 741 742 743 744
## 0.0039981089 0.0045193449 0.0051437539 0.0058913628 0.0067856225 0.0078537382
## 745 746 747 748 749 750
## 0.0091269383 0.0106406497 0.0124345440 0.0145524253 0.0170419328 0.0199540452
## 751 752 753 754 755 756
## 0.0233423896 0.0272623710 0.0317701588 0.0369215796 0.0427709726 0.0493700716
## 757 758 759 760 761 762
## 0.0567669672 0.0650051952 0.0741229818 0.0841526557 0.0951202216 0.1070450747
## 763 764 765 766 767 768
## 0.1199398244 0.1338101914 0.1486549428 0.1644658334 0.1812275330 0.1989175262
## 769 770 771 772 773 774
## 0.2175059860 0.2369556317 0.2572215928 0.2782513062 0.2999844816 0.3223531708
## 775 776 777 778 779 780
## 0.3452819757 0.3686884275 0.3924835605 0.4165726971 0.4408564470 0.4652319120
## 781 782 783 784 785 786
## 0.4895940724 0.5138373212 0.5378570951 0.5615515489 0.5848232083 0.6075805369
## 787 788 789 790 791 792
## 0.6297393581 0.6512240750 0.6719686457 0.6919172828 0.7110248631 0.7292570446
## 793 794 795 796 797 798
## 0.7465901070 0.7630105404 0.7785144187 0.7931066001 0.8067997995 0.8196131256
## 799 800 801 802 803 804
## 0.8315729186 0.8427087472 0.8530544535 0.8626466532 0.8715238554 0.8797256739
## 805 806 807 808 809 810
## 0.8872921372 0.8942630984 0.9006777447 0.9065742002 0.0041218722 0.0037729976
## 811 812 813 814 815 816
## 0.0034840648 0.0032427838 0.0030396231 0.0028671294 0.0027194293 0.0025918619
## 817 818 819 820 821 822
## 0.0024807065 0.0023829796 0.0022962831 0.0022186892 0.0021486536 0.0020849486
## 823 824 825 826 827 828
## 0.0020266122 0.0019729074 0.0019232911 0.0018773884 0.0018349723 0.0017959466
## 829 830 831 832 833 834
## 0.0017603326 0.0017282581 0.0016999488 0.0016757230 0.0016559888 0.0016412445
## 835 836 837 838 839 840
## 0.0016320837 0.0016292046 0.0016334246 0.0016457018 0.0016671645 0.0016991498
## 841 842 843 844 845 846
## 0.0017432536 0.0018013950 0.0018758963 0.0019695848 0.0020859191 0.0022291460
## 847 848 849 850 851 852
## 0.0024044949 0.0026184163 0.0028788736 0.0031956967 0.0035810057 0.0040497125
## 853 854 855 856 857 858
## 0.0046201050 0.0053145140 0.0061600558 0.0071894325 0.0084417611 0.0099633845
## 859 860 861 862 863 864
## 0.0118086001 0.0140402274 0.0167299175 0.0199581026 0.0238134846 0.0283919731
## 865 866 867 868 869 870
## 0.0337950163 0.0401273072 0.0474939024 0.0559968508 0.0657314865 0.0767825888
## 871 872 873 874 875 876
## 0.0892206398 0.1030984210 0.1184481669 0.1352794565 0.1535779616 0.1733051054
## 877 878 879 880 881 882
## 0.1943986151 0.2167738938 0.2403260903 0.2649327179 0.2904566617 0.3167494171
## 883 884 885 886 887 888
## 0.3436544166 0.3710103248 0.3986542021 0.4264244647 0.4541635843 0.4817204931
## 889 890 891 892 893 894
## 0.5089526680 0.5357278817 0.5619256143 0.5874381265 0.6121711997 0.6360445562
## 895 896 897 898 899 900
## 0.6589919748 0.6809611262 0.7019131536 0.7218220319 0.7406737397 0.7584652834
## 901 902 903 904 905 906
## 0.7752036097 0.7909044481 0.8055911167 0.8192933278 0.8320460198 0.8438882439
## 907 908 909 910 911 912
## 0.8548621224 0.8650118953 0.8743830644 0.0370536562 0.0296560267 0.0240344499
## 913 914 915 916 917 918
## 0.0197374836 0.0164289868 0.0138603818 0.0118483077 0.0102574192 0.0089875086
## 919 920 921 922 923 924
## 0.0079640291 0.0071311885 0.0064469417 0.0058793667 0.0054040384 0.0050021223
## 925 926 927 928 929 930
## 0.0046589842 0.0043631721 0.0041056669 0.0038793269 0.0036784740 0.0034985833
## 931 932 933 934 935 936
## 0.0033360474 0.0031879972 0.0030521634 0.0029267679 0.0028104386 0.0027021403
## 937 938 939 940 941 942
## 0.0026011184 0.0025068533 0.0024190210 0.0023374620 0.0022621537 0.0021931898
## 943 944 945 946 947 948
## 0.0021307630 0.0020751540 0.0020267246 0.0019859164 0.0019532554 0.0019293632
## 949 950 951 952 953 954
## 0.0019149740 0.0019109605 0.0019183680 0.0019384595 0.0019727725 0.0020231920
## 955 956 957 958 959 960
## 0.0020920420 0.0021822005 0.0022972444 0.0024416323 0.0026209332 0.0028421150
## 961 962 963 964 965 966
## 0.0031139054 0.0034472432 0.0038558373 0.0043568561 0.0049717672 0.0057273477
## 967 968 969 970 971 972
## 0.0066568782 0.0078015259 0.0092119010 0.0109497491 0.0130897016 0.0157209625
## 973 974 975 976 977 978
## 0.0189487535 0.0228952800 0.0276999253 0.0335183396 0.0405200880 0.0488845567
## 979 980 981 982 983 984
## 0.0587949321 0.0704302403 0.0839556876 0.0995118282 0.1172033800 0.1370887402
## 985 986 987 988 989 990
## 0.1591713583 0.1833940690 0.2096372269 0.2377210746 0.2674122585 0.2984338919
## 991 992 993 994 995 996
## 0.3304781525 0.3632201562 0.3963318150 0.4294945374 0.4624099164 0.4948079009
## 997 998 999 1000 1001 1002
## 0.5264522906 0.5571436800 0.5867201803 0.6150563600 0.6420608758 0.6676732439
## 1003 1004 1005 1006 1007 1008
## 0.6918601382 0.7146115241 0.7359368580 0.7558615061 0.7744234802 0.7916705360
## 1009 1010 1011 1012 1013 1014
## 0.8076576488 0.8224448557 0.6057226542 0.5319475070 0.4557873508 0.3813104138
## 1015 1016 1017 1018 1019 1020
## 0.3122621930 0.2513180871 0.1997637163 0.1576274646 0.1240751767 0.0978422909
## 1021 1022 1023 1024 1025 1026
## 0.0775668392 0.0619883310 0.0500363328 0.0408488578 0.0337547238 0.0282421506
## 1027 1028 1029 1030 1031 1032
## 0.0239256768 0.0205167921 0.0177999715 0.0156140290 0.0138380147 0.0123807283
## 1033 1034 1035 1036 1037 1038
## 0.0111729953 0.0101620052 0.0093071671 0.0085770716 0.0079472583 0.0073985678
## 1039 1040 1041 1042 1043 1044
## 0.0069159188 0.0064873952 0.0061035585 0.0057569274 0.0054415778 0.0051528339
## 1045 1046 1047 1048 1049 1050
## 0.0048870255 0.0046412954 0.0044134446 0.0042018067 0.0040051441 0.0038225632
## 1051 1052 1053 1054 1055 1056
## 0.0036534446 0.0034973858 0.0033541564 0.0032236628 0.0031059233 0.0030010522
## 1057 1058 1059 1060 1061 1062
## 0.0029092530 0.0028308201 0.0027661484 0.0027157520 0.0026802911 0.0026606089
## 1063 1064 1065 1066 1067 1068
## 0.0026577785 0.0026731629 0.0027084891 0.0027659419 0.0028482808 0.0029589866
## 1069 1070 1071 1072 1073 1074
## 0.0031024469 0.0032841909 0.0035111870 0.0037922212 0.0041383779 0.0045636501
## 1075 1076 1077 1078 1079 1080
## 0.0050857103 0.0057268813 0.0065153491 0.0074866626 0.0086855664 0.0101682016
## 1081 1082 1083 1084 1085 1086
## 0.0120046921 0.0142820950 0.0171076359 0.0206120553 0.0249527693 0.0303163840
## 1087 1088 1089 1090 1091 1092
## 0.0369199136 0.0450098675 0.0548582219 0.0667542719 0.0809915307 0.0978493213
## 1093 1094 1095 1096 1097 1098
## 0.1175695162 0.1403300038 0.1662177057 0.1952050222 0.2271340258 0.2617122129
## 1099 1100 1101 1102 1103 1104
## 0.2985220285 0.3370439840 0.3766905811 0.4168462186 0.4569073667 0.4963177530
## 1105 1106 1107 1108 1109 1110
## 0.5345948316 0.5713458472 0.6062737409 0.6391745599 0.6699287542 0.6984888467
## 1111 1112 1113 1114 1115 1116
## 0.7248656382 0.9750828089 0.9705665664 0.9647303371 0.9571403450 0.9472196366
## 1117 1118 1119 1120 1121 1122
## 0.9342126777 0.9171551684 0.8948654994 0.8659863502 0.8291166141 0.7830733947
## 1123 1124 1125 1126 1127 1128
## 0.7272904741 0.6622761003 0.5899399673 0.5135468717 0.4371746965 0.3648334931
## 1129 1130 1131 1132 1133 1134
## 0.2996295990 0.2433204375 0.1963439230 0.1581617742 0.1276871647 0.1036396970
## 1135 1136 1137 1138 1139 1140
## 0.0847739278 0.0699944891 0.0583941314 0.0492489208 0.0419943872 0.0361963816
## 1141 1142 1143 1144 1145 1146
## 0.0315234008 0.0277230209 0.0246029691 0.0220164286 0.0198508593 0.0180195900
## 1147 1148 1149 1150 1151 1152
## 0.0164555344 0.0151065024 0.0139317005 0.0128991111 0.0119835205 0.0111650258
## 1153 1154 1155 1156 1157 1158
## 0.0104278953 0.0097596910 0.0091505864 0.0085928300 0.0080803200 0.0076082634
## 1159 1160 1161 1162 1163 1164
## 0.0071729015 0.0067712878 0.0064011091 0.0060605413 0.0057481361 0.0054627331
## 1165 1166 1167 1168 1169 1170
## 0.0052033944 0.0049693586 0.0047600121 0.0045748747 0.0044135988 0.0042759794
## 1171 1172 1173 1174 1175 1176
## 0.0041619752 0.0040717387 0.0040056566 0.0039644008 0.0039489911 0.0039608722
## 1177 1178 1179 1180 1181 1182
## 0.0040020093 0.0040750056 0.0041832501 0.0043311024 0.0045241271 0.0047693912
## 1183 1184 1185 1186 1187 1188
## 0.0050758431 0.0054547965 0.0059205496 0.0064911751 0.0071895285 0.0080445292
## 1189 1190 1191 1192 1193 1194
## 0.0090927801 0.0103805995 0.0119665442 0.0139244973 0.0163473761 0.0193514676
## 1195 1196 1197 1198 1199 1200
## 0.0230813129 0.0277149198 0.0334688554 0.0406024664 0.0494200654 0.0602694743
## 1201 1202 1203 1204 1205 1206
## 0.0735348985 0.0896219146 0.1089326368 0.1318302020 0.1585937900 0.1893684185
## 1207 1208 1209 1210 1211 1212
## 0.2241171296 0.2625857289 0.3042904693 0.3485358939 0.3944636642 0.4411254462
## 1213 1214 1215 1216 1217 1218
## 0.0008191168 0.0008274297 0.0008392261 0.0008547464 0.0008743066 0.0008983055
## 1219 1220 1221 1222 1223 1224
## 0.0009272329 0.0009616810 0.0010023579 0.0010501034 0.0011059076 0.0011709319
## 1225 1226 1227 1228 1229 1230
## 0.0012465329 0.0013342884 0.0014360248 0.0015538464 0.0016901642 0.0018477238
## 1231 1232 1233 1234 1235 1236
## 0.0020296305 0.0022393697 0.0024808215 0.0027582672 0.0030763878 0.0034402538
## 1237 1238 1239 1240 1241 1242
## 0.0038553078 0.0043273440 0.0048624872 0.0054671790 0.0061481774 0.0069125778
## 1243 1244 1245 1246 1247 1248
## 0.0077678609 0.0087219758 0.0097834590 0.0109615936 0.0122666057 0.0137098964
## 1249 1250 1251 1252 1253 1254
## 0.0153043044 0.0170643940 0.0190067628 0.0211503638 0.0235168358 0.0261308389
## 1255 1256 1257 1258 1259 1260
## 0.0290203878 0.0322171787 0.0357569005 0.0396795206 0.0440295317 0.0488561387
## 1261 1262 1263 1264 1265 1266
## 0.0542133638 0.0601600370 0.0667596355 0.0740799285 0.0821923781 0.0911712451
## 1267 1268 1269 1270 1271 1272
## 0.1010923473 0.1120314257 0.1240620841 0.1372532916 0.1516664666 0.1673522028
## 1273 1274 1275 1276 1277 1278
## 0.1843467470 0.2026683954 0.2223140260 0.2432560351 0.2654399687 0.2887831418
## 1279 1280 1281 1282 1283 1284
## 0.3131744994 0.3384759003 0.3645248901 0.3911388985 0.4181206498 0.4452644515
## 1285 1286 1287 1288 1289 1290
## 0.4723629293 0.4992137356 0.5256257706 0.5514245241 0.5764562487 0.6005908083
## 1291 1292 1293 1294 1295 1296
## 0.6237231728 0.6457736467 0.6666870039 0.6864307589 0.7049921895 0.7223782315
## 1297 1298 1299 1300 1301 1302
## 0.7386085181 0.7537153504 0.7677402431 0.7807314532 0.7927418030 0.8038268220
## 1303 1304 1305 1306 1307 1308
## 0.8140432051 0.8234475721 0.8320954991 0.8400407891 0.8473349484 0.8540268316
## 1309 1310 1311 1312 1313 1314
## 0.8601624265 0.8657847482 0.8709338185 0.8756467096 0.8799576341 0.0013849060
## 1315 1316 1317 1318 1319 1320
## 0.0013275198 0.0012780444 0.0012352891 0.0011983039 0.0011663338 0.0011387842
## 1321 1322 1323 1324 1325 1326
## 0.0011151942 0.0010952160 0.0010786000 0.0010651829 0.0010548796 0.0010476777
## 1327 1328 1329 1330 1331 1332
## 0.0010436336 0.0010428720 0.0010455865 0.0010520423 0.0010625817 0.0010776309
## 1333 1334 1335 1336 1337 1338
## 0.0010977105 0.0011234482 0.0011555947 0.0011950440 0.0012428574 0.0013002925
## 1339 1340 1341 1342 1343 1344
## 0.0013688377 0.0014502522 0.0015466129 0.0016603676 0.0017943943 0.0019520687
## 1345 1346 1347 1348 1349 1350
## 0.0021373360 0.0023547884 0.0026097470 0.0029083445 0.0032576094 0.0036655475
## 1351 1352 1353 1354 1355 1356
## 0.0041412213 0.0046948257 0.0053377608 0.0060827041 0.0069436870 0.0079361792
## 1357 1358 1359 1360 1361 1362
## 0.0090771905 0.0103853958 0.0118812922 0.0135873935 0.0155284679 0.0177318195
## 1363 1364 1365 1366 1367 1368
## 0.0202276112 0.0230492242 0.0262336422 0.0298218454 0.0338591944 0.0383957770
## 1369 1370 1371 1372 1373 1374
## 0.0434866886 0.0491922061 0.0555778115 0.0627140142 0.0706759120 0.0795424304
## 1375 1376 1377 1378 1379 1380
## 0.0893951731 0.1003168240 0.1123890478 0.1256898611 0.1402904728 0.1562516419
## 1381 1382 1383 1384 1385 1386
## 0.1736196563 0.1924221059 0.2126636902 0.2343223719 0.2573462288 0.2816513757
## 1387 1388 1389 1390 1391 1392
## 0.3071212981 0.3336078586 0.3609341123 0.3888988955 0.4172829727 0.4458563514
## 1393 1394 1395 1396 1397 1398
## 0.4743862416 0.5026450700 0.5304179585 0.5575091611 0.5837470808 0.6089876593
## 1399 1400 1401 1402 1403 1404
## 0.6331161006 0.6560470387 0.6777233757 0.6981140812 0.7172112709 0.7350268693
## 1405 1406 1407 1408 1409 1410
## 0.7515891234 0.7669391830 0.7811274285 0.7942125759 0.8062561021 0.8173223065
## 1411 1412 1413 1414 1415 1416
## 0.8274760492 0.8367814144 0.8453006952 0.8530936564 0.0043712446 0.0038532401
## 1417 1418 1419 1420 1421 1422
## 0.0034336663 0.0030905824 0.0028074370 0.0025716412 0.0023735408 0.0022056727
## 1423 1424 1425 1426 1427 1428
## 0.0020622226 0.0019386282 0.0018312860 0.0017373336 0.0016544868 0.0015809168
## 1429 1430 1431 1432 1433 1434
## 0.0015151574 0.0014560332 0.0014026058 0.0013541304 0.0013100233 0.0012698360
## 1435 1436 1437 1438 1439 1440
## 0.0012332343 0.0011999827 0.0011699316 0.0011430075 0.0011192056 0.0010985849
## 1441 1442 1443 1444 1445 1446
## 0.0010812651 0.0010674255 0.0010573060 0.0010512113 0.0010495161 0.0010526750
## 1447 1448 1449 1450 1451 1452
## 0.0010612345 0.0010758500 0.0010973068 0.0011265474 0.0011647047 0.0012131440
## 1453 1454 1455 1456 1457 1458
## 0.0012735129 0.0013478032 0.0014384246 0.0015482931 0.0016809351 0.0018406100
## 1459 1460 1461 1462 1463 1464
## 0.0020324525 0.0022626348 0.0025385512 0.0028690225 0.0032645204 0.0037374101
## 1465 1466 1467 1468 1469 1470
## 0.0043022049 0.0049758329 0.0057779077 0.0067310013 0.0078609154 0.0091969478
## 1471 1472 1473 1474 1475 1476
## 0.0107721550 0.0126236099 0.0147926562 0.0173251590 0.0202717490 0.0236880519
## 1477 1478 1479 1480 1481 1482
## 0.0276348888 0.0321784223 0.0373902131 0.0433471404 0.0501311241 0.0578285789
## 1483 1484 1485 1486 1487 1488
## 0.0665295215 0.0763262445 0.0873114804 0.0995759883 0.1132055227 0.1282771894
## 1489 1490 1491 1492 1493 1494
## 0.1448552473 0.1629864926 0.1826954446 0.2039796402 0.2268054209 0.2511046458
## 1495 1496 1497 1498 1499 1500
## 0.2767727690 0.3036686711 0.3316165143 0.3604097213 0.3898169612 0.4195898033
## 1501 1502 1503 1504 1505 1506
## 0.4494715039 0.4792062582 0.5085482010 0.5372694874 0.5651669157 0.5920667380
## 1507 1508 1509 1510 1511 1512
## 0.6178275170 0.6423410813 0.6655317964 0.6873544699 0.7077912673 0.7268480103
## 1513 1514 1515 1516 1517 1518
## 0.7445501975 0.7609390266 0.7760676285 0.0423043869 0.0325808064 0.0253462328
## 1519 1520 1521 1522 1523 1524
## 0.0199500388 0.0159049879 0.0128519798 0.0105287922 0.0087447750 0.0073614100
## 1525 1526 1527 1528 1529 1530
## 0.0062778509 0.0054203794 0.0047348073 0.0041810379 0.0037291821 0.0033567848
## 1531 1532 1533 1534 1535 1536
## 0.0030468386 0.0027863576 0.0025653464 0.0023760523 0.0022124184 0.0020696810
## 1537 1538 1539 1540 1541 1542
## 0.0019440721 0.0018325967 0.0017328654 0.0016429680 0.0015613767 0.0014868709
## 1543 1544 1545 1546 1547 1548
## 0.0014184799 0.0013554366 0.0012971420 0.0012431358 0.0011930736 0.0011467076
## 1549 1550 1551 1552 1553 1554
## 0.0011038716 0.0010644685 0.0010284607 0.0009958626 0.0009667352 0.0009411835
## 1555 1556 1557 1558 1559 1560
## 0.0009193553 0.0009014428 0.0008876873 0.0008783853 0.0008738996 0.0008746733
## 1561 1562 1563 1564 1565 1566
## 0.0008812476 0.0008942864 0.0009146062 0.0009432137 0.0009813539 0.0010305685
## 1567 1568 1569 1570 1571 1572
## 0.0010927703 0.0011703338 0.0012662085 0.0013840571 0.0015284253 0.0017049480
## 1573 1574 1575 1576 1577 1578
## 0.0019205974 0.0021839786 0.0025056780 0.0028986681 0.0033787693 0.0039651701
## 1579 1580 1581 1582 1583 1584
## 0.0046809977 0.0055539333 0.0066168562 0.0079084997 0.0094740948 0.0113659750
## 1585 1586 1587 1588 1589 1590
## 0.0136441097 0.0163765316 0.0196396180 0.0235181819 0.0281053208 0.0335019664
## 1591 1592 1593 1594 1595 1596
## 0.0398160666 0.0471613239 0.0556554101 0.0654175752 0.0765655799 0.0892119087
## 1597 1598 1599 1600 1601 1602
## 0.1034592632 0.1193954045 0.1370875014 0.1565762464 0.1778701119 0.2009402182
## 1603 1604 1605 1606 1607 1608
## 0.2257163486 0.2520846573 0.2798875468 0.3089260437 0.3389647750 0.3697393719
## 1609 1610 1611 1612 1613 1614
## 0.4009658470 0.4323512515 0.4636047619 0.4944483103 0.5246259532 0.5539113550
## 1615 1616 1617 1618 1619 1620
## 0.5821130123 0.6090771063 0.5434333525 0.4697128574 0.3951388125 0.3236458242
## 1621 1622 1623 1624 1625 1626
## 0.2586746985 0.2025066883 0.1560316717 0.1189445114 0.0901695187 0.0682940545
## 1627 1628 1629 1630 1631 1632
## 0.0518863548 0.0396731896 0.0306080190 0.0238729743 0.0188495519 0.0150797403
## 1633 1634 1635 1636 1637 1638
## 0.0122286530 0.0100530666 0.0083767421 0.0070718628 0.0060454255 0.0052294176
## 1639 1640 1641 1642 1643 1644
## 0.0045737885 0.0040414415 0.0036046683 0.0032426052 0.0029394147 0.0026829769
## 1645 1646 1647 1648 1649 1650
## 0.0024639445 0.0022750549 0.0021106272 0.0019661902 0.0018382072 0.0017238688
## 1651 1652 1653 1654 1655 1656
## 0.0016209372 0.0015276271 0.0014425144 0.0013644655 0.0012925810 0.0012261525
## 1657 1658 1659 1660 1661 1662
## 0.0011646264 0.0011075760 0.0010546781 0.0010056938 0.0009604537 0.0009188449
## 1663 1664 1665 1666 1667 1668
## 0.0008808015 0.0008462975 0.0008153413 0.0007879732 0.0007642648 0.0007443206
## 1669 1670 1671 1672 1673 1674
## 0.0007282820 0.0007163344 0.0007087159 0.0007057310 0.0007077663 0.0007153127
## 1675 1676 1677 1678 1679 1680
## 0.0007289914 0.0007495888 0.0007780997 0.0008157814 0.0008642238 0.0009254377
## 1681 1682 1683 1684 1685 1686
## 0.0010019663 0.0010970280 0.0012146960 0.0013601258 0.0015398401 0.0017620843
## 1687 1688 1689 1690 1691 1692
## 0.0020372657 0.0023784917 0.0028022197 0.0033290311 0.0039845384 0.0048004249
## 1693 1694 1695 1696 1697 1698
## 0.0058156102 0.0070775175 0.0086434040 0.0105816923 0.0129732198 0.0159122940
## 1699 1700 1701 1702 1703 1704
## 0.0195074176 0.0238815239 0.0291715409 0.0355270933 0.0431081540 0.0520814724
## 1705 1706 1707 1708 1709 1710
## 0.0626156578 0.0748748681 0.0890111719 0.1051558014 0.1234096978 0.1438339475
## 1711 1712 1713 1714 1715 1716
## 0.1664408906 0.1911868079 0.2179671256 0.2466149701 0.2769036512 0.3085532589
## 1717 1718 1719 1720 1721 1722
## 0.3412410885 0.9367814597 0.9270859647 0.9149000401 0.8995249317 0.8800876867
## 1723 1724 1725 1726 1727 1728
## 0.8555337988 0.8246573068 0.7862005486 0.7390610915 0.6826277266 0.6172103467
## 1729 1730 1731 1732 1733 1734
## 0.5444263148 0.4673107968 0.3899456092 0.3166268954 0.2508979004 0.1948861971
## 1735 1736 1737 1738 1739 1740
## 0.1491814786 0.1131636387 0.0855128025 0.0646678975 0.0491300736 0.0376126690
## 1741 1742 1743 1744 1745 1746
## 0.0290842282 0.0227532413 0.0180290724 0.0144785364 0.0117870263 0.0097270646
## 1747 1748 1749 1750 1751 1752
## 0.0081342609 0.0068895403 0.0059062730 0.0051210619 0.0044871904 0.0039699705
## 1753 1754 1755 1756 1757 1758
## 0.0035434387 0.0031880019 0.0028887536 0.0026342627 0.0024156967 0.0022261834
## 1759 1760 1761 1762 1763 1764
## 0.0020603420 0.0019139362 0.0017836162 0.0016667238 0.0015611454 0.0014651985
## 1765 1766 1767 1768 1769 1770
## 0.0013775444 0.0012971198 0.0012230826 0.0011547689 0.0010916577 0.0010333435
## 1771 1772 1773 1774 1775 1776
## 0.0009795127 0.0009299256 0.0008844014 0.0008428065 0.0008050458 0.0007710565
## 1777 1778 1779 1780 1781 1782
## 0.0007408045 0.0007142825 0.0006915110 0.0006725412 0.0006574594 0.0006463952
## 1783 1784 1785 1786 1787 1788
## 0.0006395306 0.0006371135 0.0006394737 0.0006470437 0.0006603855 0.0006802237
## 1789 1790 1791 1792 1793 1794
## 0.0007074883 0.0007433696 0.0007893889 0.0008474889 0.0009201521 0.0010105525
## 1795 1796 1797 1798 1799 1800
## 0.0011227536 0.0012619630 0.0014348619 0.0016500278 0.0019184757 0.0022543435
## 1801 1802 1803 1804 1805 1806
## 0.0026757553 0.0032058938 0.0038743164 0.0047185412 0.0057859201 0.0071357946
## 1807 1808 1809 1810 1811 1812
## 0.0088418967 0.0109949098 0.0137050434 0.0171043902 0.0213487464 0.0266184716
## 1813 1814 1815 1816 1817 1818
## 0.0331178770 0.0410725642 0.0507241370 0.0623217926 0.0761105214 0.0923160110
## 1819 1820 1821 1822 1823 1824
## 0.0005034656 0.0004960822 0.0004892958 0.0004831303 0.0004776338 0.0004728775
## 1825 1826 1827 1828 1829 1830
## 0.0004689557 0.0004659861 0.0004641103 0.0004634959 0.0004643383 0.0004668650
## 1831 1832 1833 1834 1835 1836
## 0.0004713403 0.0004780723 0.0004874221 0.0004998151 0.0005157563 0.0005358488
## 1837 1838 1839 1840 1841 1842
## 0.0005608176 0.0005915390 0.0006290764 0.0006747255 0.0007300682 0.0007970389
## 1843 1844 1845 1846 1847 1848
## 0.0008780037 0.0009758547 0.0010941205 0.0012370943 0.0014099791 0.0016190483
## 1849 1850 1851 1852 1853 1854
## 0.0018718194 0.0021772353 0.0025458440 0.0029899693 0.0035238571 0.0041637861
## 1855 1856 1857 1858 1859 1860
## 0.0049281279 0.0058373455 0.0069139217 0.0081822135 0.0096682377 0.0113993966
## 1861 1862 1863 1864 1865 1866
## 0.0134041619 0.0157117384 0.0183517323 0.0213538481 0.0247476342 0.0285622934
## 1867 1868 1869 1870 1871 1872
## 0.0328265655 0.0375686800 0.0428163724 0.0485969473 0.0549373685 0.0618643527
## 1873 1874 1875 1876 1877 1878
## 0.0694044410 0.0775840244 0.0864293000 0.0959661367 0.1062198345 0.1172147632
## 1879 1880 1881 1882 1883 1884
## 0.1289738731 0.1415180731 0.1548654807 0.1690305521 0.1840231110 0.1998473012
## 1885 1886 1887 1888 1889 1890
## 0.2165004993 0.2339722317 0.2522431498 0.2712841227 0.2910555153 0.3115067143
## 1891 1892 1893 1894 1895 1896
## 0.3325759660 0.3541905764 0.3762675103 0.3987144031 0.4214309762 0.4443108178
## 1897 1898 1899 1900 1901 1902
## 0.4672434639 0.4901166929 0.5128189276 0.5352409162 0.5572809494 0.5788423454
## 1903 1904 1905 1906 1907 1908
## 0.5998383237 0.6201925433 0.6398400391 0.6587277336 0.6768145412 0.6940711047
## 1909 1910 1911 1912 1913 1914
## 0.7104792156 0.7260309851 0.7407278320 0.7545793531 0.7676021391 0.7798185859
## 1915 1916 1917 1918 1919 1920
## 0.7912557463 0.8019442523 0.8119173329 0.8212099393 0.8298579840 0.0009622753
## 1921 1922 1923 1924 1925 1926
## 0.0009302190 0.0009013922 0.0008751836 0.0008510953 0.0008287247 0.0008077505
## 1927 1928 1929 1930 1931 1932
## 0.0007879219 0.0007690501 0.0007510011 0.0007336897 0.0007170750 0.0007011553
## 1933 1934 1935 1936 1937 1938
## 0.0006859646 0.0006715692 0.0006580642 0.0006455708 0.0006342350 0.0006242252
## 1939 1940 1941 1942 1943 1944
## 0.0006157330 0.0006089730 0.0006041855 0.0006016405 0.0006016430 0.0006045418
## 1945 1946 1947 1948 1949 1950
## 0.0006107400 0.0006207097 0.0006350100 0.0006543109 0.0006794221 0.0007113304
## 1951 1952 1953 1954 1955 1956
## 0.0007512456 0.0008006585 0.0008614130 0.0009357957 0.0010266477 0.0011375020
## 1957 1958 1959 1960 1961 1962
## 0.0012727516 0.0014378551 0.0016395822 0.0018863060 0.0021883435 0.0025583449
## 1963 1964 1965 1966 1967 1968
## 0.0030117278 0.0035671476 0.0042469880 0.0050778490 0.0060909999 0.0073227615
## 1969 1970 1971 1972 1973 1974
## 0.0088147726 0.0106140981 0.0127731384 0.0153493070 0.0184044610 0.0220040841
## 1975 1976 1977 1978 1979 1980
## 0.0262162425 0.0311103547 0.0367558304 0.0432206417 0.0505698955 0.0588644640
## 1981 1982 1983 1984 1985 1986
## 0.0681597224 0.0785044228 0.0899397140 0.1024983022 0.1162037308 0.1310697542
## 1987 1988 1989 1990 1991 1992
## 0.1470997751 0.1642863256 0.1826105795 0.2020419016 0.2225374536 0.2440418962
## 1993 1994 1995 1996 1997 1998
## 0.2664872362 0.2897928810 0.3138659607 0.3386019777 0.3638858259 0.3895932056
## 1999 2000 2001 2002 2003 2004
## 0.4155924315 0.4417466020 0.4679160663 0.4939611001 0.5197446753 0.5451351991
## 2005 2006 2007 2008 2009 2010
## 0.5700090930 0.5942530911 0.6177661567 0.6404609410 0.6622647415 0.6831199485
## 2011 2012 2013 2014 2015 2016
## 0.7029833773 0.7218283689 0.7396398879 0.7564161687 0.7721666101 0.7869102757
## 2017 2018 2019 2020 2021 2022
## 0.8006743414 0.8134925580 0.8254037807 0.8364506053 0.0034290690 0.0031079327
## 2023 2024 2025 2026 2027 2028
## 0.0028435609 0.0026239644 0.0024399133 0.0022842381 0.0021513222 0.0020367285
## 2029 2030 2031 2032 2033 2034
## 0.0019369249 0.0018490810 0.0017709167 0.0017005882 0.0016366027 0.0015777534
## 2035 2036 2037 2038 2039 2040
## 0.0015230694 0.0014717775 0.0014232715 0.0013770881 0.0013328871 0.0012904340
## 2041 2042 2043 2044 2045 2046
## 0.0012495862 0.0012102793 0.0011725162 0.0011363562 0.0011019056 0.0010693095
## 2047 2048 2049 2050 2051 2052
## 0.0010387441 0.0010104117 0.0009845357 0.0009613591 0.0009411432 0.0009241707
## 2053 2054 2055 2056 2057 2058
## 0.0009107489 0.0009012179 0.0008959599 0.0008954136 0.0009000910 0.0009106002
## 2059 2060 2061 2062 2063 2064
## 0.0009276733 0.0009522012 0.0009852778 0.0010282549 0.0010828121 0.0011510440
## 2065 2066 2067 2068 2069 2070
## 0.0012355718 0.0013396842 0.0014675159 0.0016242739 0.0018165231 0.0020525449
## 2071 2072 2073 2074 2075 2076
## 0.0023427855 0.0027004106 0.0031419843 0.0036882907 0.0043653085 0.0052053474
## 2077 2078 2079 2080 2081 2082
## 0.0062483351 0.0075432313 0.0091495141 0.0111386541 0.0135954498 0.0166190615
## 2083 2084 2085 2086 2087 2088
## 0.0203235374 0.0248376030 0.0303034751 0.0368744836 0.0447113413 0.0539770038
## 2089 2090 2091 2092 2093 2094
## 0.0648301945 0.0774178366 0.0918668052 0.1082755663 0.1267063760 0.1471787474
## 2095 2096 2097 2098 2099 2100
## 0.1696648346 0.1940872391 0.2203195208 0.2481894345 0.2774846461 0.3079604531
## 2101 2102 2103 2104 2105 2106
## 0.3393488778 0.3713684252 0.4037338137 0.4361650687 0.4683955089 0.5001783077
## 2107 2108 2109 2110 2111 2112
## 0.5312914728 0.5615412262 0.5907638742 0.6188263368 0.6456255502 0.6710869750
## 2113 2114 2115 2116 2117 2118
## 0.6951624398 0.7178275357 0.7390787478 0.7589304832 0.7774121230 0.7945651942
## 2119 2120 2121 2122 2123 2124
## 0.8104407340 0.8250968915 0.8385967948 0.0422981579 0.0335413004 0.0269128842
## 2125 2126 2127 2128 2129 2130
## 0.0218727664 0.0180159236 0.0150418679 0.0127288495 0.0109134520 0.0094750646
## 2131 2132 2133 2134 2135 2136
## 0.0083243428 0.0073947536 0.0066364331 0.0060117399 0.0054920388 0.0050553719
## 2137 2138 2139 2140 2141 2142
## 0.0046847663 0.0043670006 0.0040917000 0.0038506707 0.0036374056 0.0034467160
## 2143 2144 2145 2146 2147 2148
## 0.0032744548 0.0031173068 0.0029726281 0.0028383220 0.0027127412 0.0025946102
## 2149 2150 2151 2152 2153 2154
## 0.0024829614 0.0023770832 0.0022764754 0.0021808106 0.0020899021 0.0020036745
## 2155 2156 2157 2158 2159 2160
## 0.0019221391 0.0018453727 0.0017735001 0.0017066799 0.0016450943 0.0015889423
## 2161 2162 2163 2164 2165 2166
## 0.0015384366 0.0014938041 0.0014552897 0.0014231643 0.0013977354 0.0013793620
## 2167 2168 2169 2170 2171 2172
## 0.0013684734 0.0013655922 0.0013713629 0.0013865864 0.0014122635 0.0014496477
## 2173 2174 2175 2176 2177 2178
## 0.0015003117 0.0015662315 0.0016498920 0.0017544223 0.0018837687 0.0020429166
## 2179 2180 2181 2182 2183 2184
## 0.0022381751 0.0024775445 0.0027711868 0.0031320302 0.0035765404 0.0041257013
## 2185 2186 2187 2188 2189 2190
## 0.0048062504 0.0056522214 0.0067068453 0.0080248525 0.0096752030 0.0117442306
## 2191 2192 2193 2194 2195 2196
## 0.0143391289 0.0175916090 0.0216614295 0.0267393258 0.0330486643 0.0408449419
## 2197 2198 2199 2200 2201 2202
## 0.0504120861 0.0620544597 0.0760836391 0.0927994946 0.1124659395 0.1352828808
## 2203 2204 2205 2206 2207 2208
## 0.1613572455 0.1906771302 0.2230936992 0.2583150319 0.2959145451 0.3353541055
## 2209 2210 2211 2212 2213 2214
## 0.3760191460 0.4172608039 0.4584389963 0.4989606879 0.5383091561 0.5760622135
## 2215 2216 2217 2218 2219 2220
## 0.6118994690 0.6456002864 0.6770349527 0.7061517290 0.7329621456 0.7575263368
## 2221 2222 2223 2224 2225 2226
## 0.7799396010 0.8003208302 0.6439615365 0.5730305426 0.4975385655 0.4213521985
## 2227 2228 2229 2230 2231 2232
## 0.3485468004 0.2825220564 0.2253998461 0.1779021040 0.1396258491 0.1094849889
## 2233 2234 2235 2236 2237 2238
## 0.0861182188 0.0681698977 0.0544396275 0.0439362874 0.0358767329 0.0296591061
## 2239 2240 2241 2242 2243 2244
## 0.0248286709 0.0210451187 0.0180548655 0.0156690501 0.0137467084 0.0121821954
## 2245 2246 2247 2248 2249 2250
## 0.0108959057 0.0098274774 0.0089308299 0.0081705401 0.0075191919 0.0069554298
## 2251 2252 2253 2254 2255 2256
## 0.0064625226 0.0060272988 0.0056393493 0.0052904288 0.0049739998 0.0046848832
## 2257 2258 2259 2260 2261 2262
## 0.0044189864 0.0041730896 0.0039446763 0.0037317952 0.0035329479 0.0033469967
## 2263 2264 2265 2266 2267 2268
## 0.0031730877 0.0030105868 0.0028590271 0.0027180666 0.0025874534 0.0024669996
## 2269 2270 2271 2272 2273 2274
## 0.0023565625 0.0022560312 0.0021653204 0.0020843676 0.0020131368 0.0019516247
## 2275 2276 2277 2278 2279 2280
## 0.0018998709 0.0018579720 0.0018260988 0.0018045164 0.0017936094 0.0017939111
## 2281 2282 2283 2284 2285 2286
## 0.0018061391 0.0018312385 0.0018704354 0.0019253030 0.0019978450 0.0020906010
## 2287 2288 2289 2290 2291 2292
## 0.0022067819 0.0023504413 0.0025266989 0.0027420261 0.0030046179 0.0033248731
## 2293 2294 2295 2296 2297 2298
## 0.0037160174 0.0041949104 0.0047830881 0.0055081069 0.0064052647 0.0075197913
## 2299 2300 2301 2302 2303 2304
## 0.0089096053 0.0106487369 0.0128314997 0.0155774448 0.0190370421 0.0233978670
## 2305 2306 2307 2308 2309 2310
## 0.0288908154 0.0357954989 0.0444434797 0.0552174322 0.0685437772 0.0848760358
## 2311 2312 2313 2314 2315 2316
## 0.1046664390 0.1283246038 0.1561646607 0.1883460310 0.2248173308 0.2652760587
## 2317 2318 2319 2320 2321 2322
## 0.3091568177 0.3556564567 0.4037961057 0.4525102706 0.5007458221 0.5475518783
## 2323 2324 2325 2326 2327 2328
## 0.5921456952 0.9712634355 0.9662644793 0.9598434611 0.9515417477 0.9407515478
## 2329 2330 2331 2332 2333 2334
## 0.9266796893 0.9083173995 0.8844337712 0.8536236980 0.8144538091 0.7657492518
## 2335 2336 2337 2338 2339 2340
## 0.7070265128 0.6389830797 0.5638281873 0.4851857813 0.4074496362 0.3347949892
## 2341 2342 2343 2344 2345 2346
## 0.2702938816 0.2155041359 0.1705841525 0.1347206438 0.1066076653 0.0848171716
## 2347 2348 2349 2350 2351 2352
## 0.0680201624 0.0550853767 0.0451006591 0.0373549437 0.0313052877 0.0265420437
## 2353 2354 2355 2356 2357 2358
## 0.0227579487 0.0197229140 0.0172644123 0.0152526385 0.0135894638 0.0122002870
## 2359 2360 2361 2362 2363 2364
## 0.0110280477 0.0100288314 0.0091686368 0.0084209898 0.0077651733 0.0071849058
## 2365 2366 2367 2368 2369 2370
## 0.0066673469 0.0062023436 0.0057818531 0.0053994961 0.0050502089 0.0047299684
## 2371 2372 2373 2374 2375 2376
## 0.0044355737 0.0041644713 0.0039146148 0.0036843518 0.0034723337 0.0032774442
## 2377 2378 2379 2380 2381 2382
## 0.0030987433 0.0029354248 0.0027867848 0.0026522000 0.0025311134 0.0024230272
## 2383 2384 2385 2386 2387 2388
## 0.0023275000 0.0022441497 0.0021726582 0.0021127810 0.0020643581 0.0020273275
## 2389 2390 2391 2392 2393 2394
## 0.0020017423 0.0019877904 0.0019858175 0.0019963563 0.0020201609 0.0020582498
## 2395 2396 2397 2398 2399 2400
## 0.0021119599 0.0021830141 0.0022736063 0.0023865112 0.0025252229 0.0026941342
## 2401 2402 2403 2404 2405 2406
## 0.0028987670 0.0031460699 0.0034448038 0.0038060418 0.0042438192 0.0047759773
## 2407 2408 2409 2410 2411 2412
## 0.0054252605 0.0062207383 0.0071996449 0.0084097446 0.0099123538 0.0117861586
## 2413 2414 2415 2416 2417 2418
## 0.0141319700 0.0170785246 0.0207893625 0.0254706469 0.0313795043 0.0388319995
## 2419 2420 2421 2422 2423 2424
## 0.0482091816 0.0599587484 0.0745888678 0.0926498559 0.1146992682 0.1412473055
## 2425 2426 2427 2428 2429 2430
## 0.0008214473 0.0008728225 0.0009320636 0.0010003522 0.0010790818 0.0011698879
## 2431 2432 2433 2434 2435 2436
## 0.0012746793 0.0013956709 0.0015354138 0.0016968220 0.0018831898 0.0020981957
## 2437 2438 2439 2440 2441 2442
## 0.0023458861 0.0026306317 0.0029570487 0.0033298797 0.0037538286 0.0042333496
## 2443 2444 2445 2446 2447 2448
## 0.0047723974 0.0053741488 0.0060407194 0.0067729010 0.0075699533 0.0084294836
## 2449 2450 2451 2452 2453 2454
## 0.0093474407 0.0103182436 0.0113350466 0.0123901281 0.0134753737 0.0145828116
## 2455 2456 2457 2458 2459 2460
## 0.0157051536 0.0168362959 0.0179717404 0.0191089123 0.0202473614 0.0213888518
## 2461 2462 2463 2464 2465 2466
## 0.0225373533 0.0236989585 0.0248817507 0.0260956490 0.0273522552 0.0286647205
## 2467 2468 2469 2470 2471 2472
## 0.0300476458 0.0315170255 0.0330902380 0.0347860841 0.0366248716 0.0386285408
## 2473 2474 2475 2476 2477 2478
## 0.0408208281 0.0432274580 0.0458763606 0.0487979028 0.0520251272 0.0555939864
## 2479 2480 2481 2482 2483 2484
## 0.0595435617 0.0639162496 0.0687579004 0.0741178860 0.0800490723 0.0866076665
## 2485 2486 2487 2488 2489 2490
## 0.0938529084 0.1018465671 0.1106522087 0.1203341978 0.1309564015 0.1425805734
## 2491 2492 2493 2494 2495 2496
## 0.1552644099 0.1690592916 0.1840077514 0.2001407423 0.2174748185 0.2360093782
## 2497 2498 2499 2500 2501 2502
## 0.2557241535 0.2765771548 0.2985032860 0.3214138301 0.3451969671 0.3697194164
## 2503 2504 2505 2506 2507 2508
## 0.3948292132 0.4203595233 0.4461326038 0.4719679357 0.4976832328 0.5231028674
## 2509 2510 2511 2512 2513 2514
## 0.5480619921 0.5724107157 0.5960173411 0.6187705574 0.6405805686 0.6613792280
## 2515 2516 2517 2518 2519 2520
## 0.6811193098 0.6997730882 0.7173304144 0.7337964775 0.7491894167 0.7635379285
## 2521 2522 2523 2524 2525 2526
## 0.7768789757 0.7892556791 0.8007154374 0.8113083024 0.8210856122 0.0011599704
## 2527 2528 2529 2530 2531 2532
## 0.0011581280 0.0011616198 0.0011702178 0.0011838120 0.0012024021 0.0012260929
## 2533 2534 2535 2536 2537 2538
## 0.0012550938 0.0012897217 0.0013304066 0.0013777008 0.0014322908 0.0014950130
## 2539 2540 2541 2542 2543 2544
## 0.0015668725 0.0016490653 0.0017430044 0.0018503498 0.0019730414 0.0021133359
## 2545 2546 2547 2548 2549 2550
## 0.0022738446 0.0024575737 0.0026679613 0.0029089122 0.0031848223 0.0035005914
## 2551 2552 2553 2554 2555 2556
## 0.0038616161 0.0042737567 0.0047432731 0.0052767217 0.0058808133 0.0065622287
## 2557 2558 2559 2560 2561 2562
## 0.0073274006 0.0081822705 0.0091320406 0.0101809425 0.0113320494 0.0125871616
## 2563 2564 2565 2566 2567 2568
## 0.0139467858 0.0154102273 0.0169757980 0.0186411359 0.0204036140 0.0222608130
## 2569 2570 2571 2572 2573 2574
## 0.0242110221 0.0262537347 0.0283901087 0.0306233690 0.0329591391 0.0354056986
## 2575 2576 2577 2578 2579 2580
## 0.0379741716 0.0406786571 0.0435363160 0.0465674315 0.0497954561 0.0532470588
## 2581 2582 2583 2584 2585 2586
## 0.0569521792 0.0609440933 0.0652594887 0.0699385448 0.0750250057 0.0805662313
## 2587 2588 2589 2590 2591 2592
## 0.0866132056 0.0932204781 0.1004460065 0.1083508685 0.1169988026 0.1264555390
## 2593 2594 2595 2596 2597 2598
## 0.1367878772 0.1480624721 0.1603442957 0.1736947539 0.1881694551 0.2038156545
## 2599 2600 2601 2602 2603 2604
## 0.2206694312 0.2387526946 0.2580701586 0.2786064692 0.3003237025 0.3231594758
## 2605 2606 2607 2608 2609 2610
## 0.3470259139 0.3718096848 0.3973732624 0.4235574833 0.4501853563 0.4770669632
## 2611 2612 2613 2614 2615 2616
## 0.5040051741 0.5308018167 0.5572638828 0.5832093594 0.6084723116 0.6329062412
## 2617 2618 2619 2620 2621 2622
## 0.6563897791 0.6788238044 0.7001348710 0.7202736713 0.7392134228 0.7569476078
## 2623 2624 2625 2626 2627 2628
## 0.7734873001 0.7888582940 0.8030982195 0.8162537849 0.0034627675 0.0031835542
## 2629 2630 2631 2632 2633 2634
## 0.0029556289 0.0027688350 0.0026153453 0.0024890834 0.0023852991 0.0023002567
## 2635 2636 2637 2638 2639 2640
## 0.0022310041 0.0021752004 0.0021309873 0.0020968920 0.0020717546 0.0020546730
## 2641 2642 2643 2644 2645 2646
## 0.0020449616 0.0020421212 0.0020458160 0.0020558587 0.0020722001 0.0020949239
## 2647 2648 2649 2650 2651 2652
## 0.0021242454 0.0021605142 0.0022042201 0.0022560035 0.0023166686 0.0023872009
## 2653 2654 2655 2656 2657 2658
## 0.0024687895 0.0025628533 0.0026710724 0.0027954256 0.0029382325 0.0031022031
## 2659 2660 2661 2662 2663 2664
## 0.0032904915 0.0035067572 0.0037552291 0.0040407736 0.0043689631 0.0047461408
## 2665 2666 2667 2668 2669 2670
## 0.0051794787 0.0056770215 0.0062477106 0.0069013818 0.0076487285 0.0085012268
## 2671 2672 2673 2674 2675 2676
## 0.0094710181 0.0105707525 0.0118133979 0.0132120274 0.0147796027 0.0165287769
## 2677 2678 2679 2680 2681 2682
## 0.0184717395 0.0206201307 0.0229850428 0.0255771259 0.0284068003 0.0314845725
## 2683 2684 2685 2686 2687 2688
## 0.0348214399 0.0384293632 0.0423217798 0.0465141303 0.0510243716 0.0558734536
## 2689 2690 2691 2692 2693 2694
## 0.0610857386 0.0666893508 0.0727164422 0.0792033677 0.0861907582 0.0937234822
## 2695 2696 2697 2698 2699 2700
## 0.1018504817 0.1106244649 0.1201014332 0.1303400163 0.1414005855 0.1533441159
## 2701 2702 2703 2704 2705 2706
## 0.1662307687 0.1801181736 0.1950594022 0.2111006437 0.2282786194 0.2466178045
## 2707 2708 2709 2710 2711 2712
## 0.2661275642 0.2867993513 0.3086041474 0.3314903621 0.3553824155 0.3801802216
## 2713 2714 2715 2716 2717 2718
## 0.4057597557 0.4319748226 0.4586600539 0.4856350535 0.5127094992 0.5396889054
## 2719 2720 2721 2722 2723 2724
## 0.5663806799 0.5926000712 0.6181756152 0.6429537443 0.6668023114 0.6896128914
## 2725 2726 2727 2728 2729 2730
## 0.7113018368 0.7318101668 0.7511024497 0.0295377851 0.0235238660 0.0189904212
## 2731 2732 2733 2734 2735 2736
## 0.0155493859 0.0129164344 0.0108840656 0.0093008891 0.0080561878 0.0070686373
## 2737 2738 2739 2740 2741 2742
## 0.0062781568 0.0056400568 0.0051208472 0.0046952309 0.0043439429 0.0040521912
## 2743 2744 2745 2746 2747 2748
## 0.0038085255 0.0036040122 0.0034316283 0.0032858143 0.0031621414 0.0030570622
## 2749 2750 2751 2752 2753 2754
## 0.0029677240 0.0028918261 0.0028275130 0.0027732911 0.0027279669 0.0026905980
## 2755 2756 2757 2758 2759 2760
## 0.0026604577 0.0026370069 0.0026198741 0.0026088415 0.0026038354 0.0026049215
## 2761 2762 2763 2764 2765 2766
## 0.0026123035 0.0026263256 0.0026474792 0.0026764117 0.0027139414 0.0027610750
## 2767 2768 2769 2770 2771 2772
## 0.0028190313 0.0028892700 0.0029735277 0.0030738607 0.0031926982 0.0033329037
## 2773 2774 2775 2776 2777 2778
## 0.0034978493 0.0036915015 0.0039185203 0.0041843729 0.0044954600 0.0048592552
## 2779 2780 2781 2782 2783 2784
## 0.0052844535 0.0057811267 0.0063608777 0.0070369869 0.0078245411 0.0087405323
## 2785 2786 2787 2788 2789 2790
## 0.0098039160 0.0110356173 0.0124584763 0.0140971279 0.0159778205 0.0181281793
## 2791 2792 2793 2794 2795 2796
## 0.0205769358 0.0233536446 0.0264884189 0.0300117146 0.0339541909 0.0383466693
## 2797 2798 2799 2800 2801 2802
## 0.0432202010 0.0486062419 0.0545369189 0.0610453614 0.0681660585 0.0759351999
## 2803 2804 2805 2806 2807 2808
## 0.0843909482 0.0935735966 0.1035255607 0.1142911615 0.1259161588 0.1384470019
## 2809 2810 2811 2812 2813 2814
## 0.1519297702 0.1664087909 0.1819249287 0.1985135649 0.2162023021 0.2350084600
## 2815 2816 2817 2818 2819 2820
## 0.2549364565 0.2759752035 0.2980956772 0.3212488487 0.3453641776 0.3703488650
## 2821 2822 2823 2824 2825 2826
## 0.3960880413 0.4224460153 0.4492686376 0.4763867418 0.5036205296 0.5307846704
## 2827 2828 2829 2830 2831 2832
## 0.5576938082 0.5841681251 0.4698700697 0.3923196128 0.3192286640 0.2540010275
## 2833 2834 2835 2836 2837 2838
## 0.1985712005 0.1533641540 0.1176675829 0.0901413613 0.0692512697 0.0535451332
## 2839 2840 2841 2842 2843 2844
## 0.0417838677 0.0329751898 0.0263558010 0.0213532775 0.0175448863 0.0146210322
## 2845 2846 2847 2848 2849 2850
## 0.0123557299 0.0105839743 0.0091849328 0.0080696925 0.0071724236 0.0064440383
## 2851 2852 2853 2854 2855 2856
## 0.0058476477 0.0053553040 0.0049456552 0.0046022511 0.0043123117 0.0040658277
## 2857 2858 2859 2860 2861 2862
## 0.0038548982 0.0036732408 0.0035158258 0.0033786027 0.0032582931 0.0031522338
## 2863 2864 2865 2866 2867 2868
## 0.0030582568 0.0029745979 0.0028998259 0.0028327883 0.0027725691 0.0027184566
## 2869 2870 2871 2872 2873 2874
## 0.0026699187 0.0026265839 0.0025882270 0.0025547593 0.0025262215 0.0025027800
## 2875 2876 2877 2878 2879 2880
## 0.0024847256 0.0024724757 0.0024665785 0.0024677221 0.0024767459 0.0024946581
## 2881 2882 2883 2884 2885 2886
## 0.0025226581 0.0025621661 0.0026148607 0.0026827266 0.0027681139 0.0028738111
## 2887 2888 2889 2890 2891 2892
## 0.0030031345 0.0031600362 0.0033492335 0.0035763626 0.0038481577 0.0041726588
## 2893 2894 2895 2896 2897 2898
## 0.0045594477 0.0050199112 0.0055675283 0.0062181751 0.0069904361 0.0079059101
## 2899 2900 2901 2902 2903 2904
## 0.0089894895 0.0102695946 0.0117783377 0.0135515948 0.0156289653 0.0180536062
## 2905 2906 2907 2908 2909 2910
## 0.0208719375 0.0241332258 0.0278890665 0.0321927951 0.0370988637 0.0426622231
## 2911 2912 2913 2914 2915 2916
## 0.0489377430 0.0559796960 0.0638413111 0.0725743871 0.0822289368 0.0928528166
## 2917 2918 2919 2920 2921 2922
## 0.1044912851 0.1171864298 0.1309764035 0.1458944226 0.1619674966 0.1792148841
## 2923 2924 2925 2926 2927 2928
## 0.1976462974 0.2172599159 0.2380402995 0.2599563326 0.2829593547 0.3069816600
## 2929 2930 2931 2932 2933 2934
## 0.3319355502 0.9397429178 0.9275872724 0.9119711990 0.8918818295 0.8660933983
## 2935 2936 2937 2938 2939 2940
## 0.8332170989 0.7918481001 0.7408541047 0.6798147898 0.6095271296 0.5323564952
## 2941 2942 2943 2944 2945 2946
## 0.4521438417 0.3735225554 0.3008503466 0.2372477588 0.1841653680 0.1415420045
## 2947 2948 2949 2950 2951 2952
## 0.1083065581 0.0829203474 0.0637808720 0.0494487220 0.0387362745 0.0307138434
## 2953 2954 2955 2956 2957 2958
## 0.0246773545 0.0201043507 0.0166116448 0.0139197573 0.0118250969 0.0101790718
## 2959 2960 2961 2962 2963 2964
## 0.0088727800 0.0078259465 0.0069789885 0.0062873409 0.0057173971 0.0052435988
## 2965 2966 2967 2968 2969 2970
## 0.0048463402 0.0045104527 0.0042241006 0.0039779737 0.0037646913 0.0035783603
## 2971 2972 2973 2974 2975 2976
## 0.0034142451 0.0032685193 0.0031380781 0.0030203958 0.0029134161 0.0028154683
## 2977 2978 2979 2980 2981 2982
## 0.0027252019 0.0026415363 0.0025636200 0.0024907998 0.0024225950 0.0023586769
## 2983 2984 2985 2986 2987 2988
## 0.0022988520 0.0022430483 0.0021913037 0.0021437573 0.0021006416 0.0020622787
## 2989 2990 2991 2992 2993 2994
## 0.0020290770 0.0020015321 0.0019802305 0.0019658575 0.0019592095 0.0019612125
## 2995 2996 2997 2998 2999 3000
## 0.0019729468 0.0019956802 0.0020309103 0.0020804187 0.0021463381 0.0022312370
## 3001 3002 3003 3004 3005 3006
## 0.0023382220 0.0024710650 0.0026343570 0.0028336939 0.0030758992 0.0033692889
## 3007 3008 3009 3010 3011 3012
## 0.0037239822 0.0041522604 0.0046689757 0.0052920066 0.0060427512 0.0069466456
## 3013 3014 3015 3016 3017 3018
## 0.0080336858 0.0093389246 0.0109029073 0.0127720042 0.0149985959 0.0176410681
## 3019 3020 3021 3022 3023 3024
## 0.0207635784 0.0244355713 0.0287310296 0.0337274742 0.0395047351 0.0461435382
## 3025 3026 3027 3028 3029 3030
## 0.0537239566 0.0623237783 0.0720168361 0.0828713336 0.0949481848 0.1082993706
Random Forest
set.seed(1234)
rf_base <- caret::train(y ~ x1 + x2 + x3 + x4 + v1 + v2 + v3 + v4 + v5 + m,
method = 'rf',
data = df,
importance = TRUE,
metric = my_metric,
trControl = my_ctrl)
set.seed(1234)
rf_expanded <- caret::train( y ~ x1 + x3 + x4 + v2 + v3 + v4 + v5 + w + z + t + x5 + m,
method = 'rf',
data = df,
importance = TRUE,
metric = my_metric,
trControl = my_ctrl)
#1.185610
rf_base
## Random Forest
##
## 1252 samples
## 10 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## mtry RMSE Rsquared MAE
## 2 1.752439 0.5351138 1.3295655
## 7 1.307999 0.7014149 0.9570431
## 13 1.185610 0.7437402 0.8619472
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was mtry = 13.
#0.7699391
rf_expanded
## Random Forest
##
## 1252 samples
## 12 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## mtry RMSE Rsquared MAE
## 2 1.1330954 0.8312739 0.8508738
## 8 0.7805125 0.8915584 0.5754286
## 15 0.7699391 0.8904592 0.5635186
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was mtry = 15.
dim(viz_grid_base)
## [1] 3030 10
length(predict(rf_base, viz_grid_base))
## [1] 3030
predict(rf_expanded, viz_grid_expanded)
## 1 2 3 4 5
## 5.2113843777 5.1682450860 2.5785315840 1.2265750849 1.0257381819
## 6 7 8 9 10
## 0.4543306667 0.0113722383 -0.0435339030 -0.2424783232 -0.5437200510
## 11 12 13 14 15
## -0.5991235056 -0.7326319841 -0.7457911054 -0.7536067294 -0.7589438066
## 16 17 18 19 20
## -0.7557962500 -0.7598425303 -0.7605488323 -0.7598121140 -0.7569037832
## 21 22 23 24 25
## -0.7571824971 -0.7559679826 -0.7566834198 -0.7536324537 -0.7536324537
## 26 27 28 29 30
## -0.7536324537 -0.7537910253 -0.7541322923 -0.7516886141 -0.7498609807
## 31 32 33 34 35
## -0.7450794503 -0.7940632960 -0.8018856109 -0.8515457636 -0.8851529046
## 36 37 38 39 40
## -0.9092065499 -0.9067746582 -0.9018301400 -0.8733975980 -0.8427916649
## 41 42 43 44 45
## -0.8451014649 -0.8398594998 -0.8262495324 -0.8218469418 -0.8192244508
## 46 47 48 49 50
## -0.8089021547 -0.7685838125 -0.7066770573 -0.6886819477 -0.6596304823
## 51 52 53 54 55
## -0.1632070913 0.2442133406 0.4451282033 0.4456437808 0.7453369959
## 56 57 58 59 60
## 0.9021233703 1.1290153868 1.5471142213 1.6028857225 1.7199772330
## 61 62 63 64 65
## 1.7536085399 1.8818420684 1.8870907021 1.8893791387 1.8922227948
## 66 67 68 69 70
## 1.8926106752 1.8937970621 1.8932954544 1.8987571584 1.9002071156
## 71 72 73 74 75
## 1.9364127461 1.9369627078 1.9400121635 1.9683325727 2.1293948280
## 76 77 78 79 80
## 2.1793360875 2.1904370384 2.1998065219 2.1998065219 2.1980355905
## 81 82 83 84 85
## 2.2002648641 2.2009660250 2.2009660250 2.2285940711 2.2579278843
## 86 87 88 89 90
## 2.2693248976 2.3031471747 2.2983572471 2.3141205600 2.3109265298
## 91 92 93 94 95
## 2.3086802046 2.3206405122 2.3364083520 2.3493355771 2.3712628618
## 96 97 98 99 100
## 2.4675797590 2.5242335085 2.5531292902 2.5531292902 2.5312532377
## 101 102 103 104 105
## 2.7299510819 5.2284298858 5.1682450860 2.5785315840 1.2265750849
## 106 107 108 109 110
## 1.0257381819 0.4595958721 0.0173026045 -0.0376035368 -0.2446055605
## 111 112 113 114 115
## -0.5603095576 -0.6185704668 -0.7832276572 -0.7965177373 -0.8048429481
## 116 117 118 119 120
## -0.8066128131 -0.8043632060 -0.8084094863 -0.8091157884 -0.8092523612
## 121 122 123 124 125
## -0.8067545196 -0.8072754555 -0.8060609410 -0.8064722878 -0.8046820214
## 126 127 128 129 130
## -0.8046820214 -0.8046820214 -0.8101366570 -0.8104779239 -0.8080342458
## 131 132 133 134 135
## -0.8044293986 -0.7989104081 -0.8478942538 -0.8557165687 -0.9053134283
## 136 137 138 139 140
## -0.9373176095 -0.9613712548 -0.9597513178 -0.9524471183 -0.9189073456
## 141 142 143 144 145
## -0.8890464266 -0.8913562266 -0.8844945364 -0.8702009805 -0.8649715858
## 146 147 148 149 150
## -0.8604198220 -0.8500975258 -0.8097791837 -0.7539393183 -0.7337177853
## 151 152 153 154 155
## -0.7061997973 -0.2681656732 0.0308169782 0.1761601891 0.1852014436
## 156 157 158 159 160
## 0.4424833274 0.5508416298 0.7409642208 1.0810450476 1.1266969488
## 161 162 163 164 165
## 1.2336404039 1.2601715409 1.3580838449 1.3608202401 1.3593550025
## 166 167 168 169 170
## 1.3691513018 1.3712843039 1.3712843039 1.3715447104 1.3805620589
## 171 172 173 174 175
## 1.3994892541 1.4558153021 1.4562181423 1.4653562191 1.5624293330
## 176 177 178 179 180
## 1.8581051550 1.9472797849 1.9687255985 1.9778790819 1.9778790819
## 181 182 183 184 185
## 1.9761081504 1.9783374240 1.9799009407 1.9799009407 2.0155765191
## 186 187 188 189 190
## 2.0612540269 2.0738513995 2.1131268686 2.1079331900 2.1322871775
## 191 192 193 194 195
## 2.1420580045 2.1443327766 2.1607435079 2.1765113477 2.1953167009
## 196 197 198 199 200
## 2.2184968192 2.3067007190 2.3614083415 2.3903041232 2.3861113794
## 201 202 203 204 205
## 2.3710494053 2.5632839638 5.2282372442 5.1680524444 2.5783389424
## 206 207 208 209 210
## 1.2265750849 1.0257381819 0.4247904076 -0.0718274067 -0.1591749196
## 211 212 213 214 215
## -0.3761511748 -0.7076463638 -0.7675699734 -0.9481712168 -0.9669078308
## 216 217 218 219 220
## -0.9870686163 -0.9909095938 -0.9897406048 -0.9999311706 -1.0006374726
## 221 222 223 224 225
## -1.0012503043 -0.9999070478 -0.9995551456 -0.9987390979 -0.9991504446
## 226 227 228 229 230
## -0.9935244774 -0.9935244774 -0.9981582369 -0.9999059977 -1.0003063831
## 231 232 233 234 235
## -0.9963234162 -0.9956783707 -1.0048006231 -1.0865639113 -1.0984306505
## 236 237 238 239 240
## -1.1538385900 -1.1688595787 -1.2009176617 -1.2008863343 -1.2027361918
## 241 242 243 244 245
## -1.2063168618 -1.1997482028 -1.2008550870 -1.1992941928 -1.1978452322
## 246 247 248 249 250
## -1.1984364730 -1.1958350452 -1.1872915713 -1.1240690818 -1.0656684928
## 251 252 253 254 255
## -1.0397705612 -1.0140891008 -0.4921187495 -0.5066263960 -0.4783952868
## 256 257 258 259 260
## -0.4291156922 -0.1479986645 -0.0601763311 0.0929486555 0.2586866719
## 261 262 263 264 265
## 0.2792534361 0.3196011041 0.3208232219 0.3212458101 0.3189982602
## 266 267 268 269 270
## 0.3113692308 0.3155683172 0.3196744651 0.3187903227 0.3173372468
## 271 272 273 274 275
## 0.3326693012 0.3719075783 0.3731003852 0.3694819202 0.3773458956
## 276 277 278 279 280
## 0.5133691168 1.1089417796 1.2594736492 1.2965834845 1.3097846046
## 281 282 283 284 285
## 1.3097846046 1.3080136731 1.3093988716 1.3093576657 1.3093576657
## 286 287 288 289 290
## 1.3523231100 1.3886418139 1.4029659690 1.4529274713 1.4498290865
## 291 292 293 294 295
## 1.4755201814 1.4907120478 1.4959524719 1.5098737424 1.5262206379
## 296 297 298 299 300
## 1.5490678816 1.5739604463 1.6898553057 1.7367386295 1.7716297759
## 301 302 303 304 305
## 1.7692924114 1.7559606243 1.9302612396 5.2301445983 5.1699597985
## 306 307 308 309 310
## 2.5904730451 1.2212364398 1.0189716015 0.4193581825 -0.0676660769
## 311 312 313 314 315
## -0.1549186180 -0.3771382861 -0.6926760637 -0.7519085343 -0.9376642582
## 316 317 318 319 320
## -0.9546903863 -0.9724083191 -0.9763585666 -0.9780177880 -0.9918352325
## 321 322 323 324 325
## -0.9925415345 -0.9931543662 -0.9886204146 -0.9910942165 -0.9887613168
## 326 327 328 329 330
## -0.9891726636 -0.9828773935 -0.9828773935 -0.9909505309 -0.9903785859
## 331 332 333 334 335
## -0.9911997958 -0.9864511760 -0.9855845844 -0.9974302416 -1.0861156019
## 336 337 338 339 340
## -1.1032025307 -1.1615193310 -1.1912505187 -1.2480674516 -1.2497836384
## 341 342 343 344 345
## -1.2516334959 -1.2556541908 -1.2564917253 -1.2579915282 -1.2580503592
## 346 347 348 349 350
## -1.2576178848 -1.2579847598 -1.2575331485 -1.2464100831 -1.1790671993
## 351 352 353 354 355
## -1.1153821036 -1.0945274230 -1.0672120366 -0.4411670604 -0.4674376536
## 356 357 358 359 360
## -0.4596439170 -0.4111943394 -0.1530502673 -0.0698874947 0.0842905618
## 361 362 363 364 365
## 0.2250080618 0.2425621405 0.2859225692 0.2856026174 0.2855649821
## 366 367 368 369 370
## 0.2833174322 0.2763685779 0.2810109062 0.2835678113 0.2826836689
## 371 372 373 374 375
## 0.2812305930 0.2946468673 0.3352420869 0.3569120326 0.3529141647
## 376 377 378 379 380
## 0.3607781401 0.4992528052 1.0989032916 1.2522292869 1.2895502191
## 381 382 383 384 385
## 1.3021707999 1.3021707999 1.3003998684 1.3017850669 1.3017438610
## 386 387 388 389 390
## 1.3017438610 1.3498908786 1.3886304534 1.4029546085 1.4525558184
## 391 392 393 394 395
## 1.4494574335 1.4751485285 1.4869119758 1.4921523999 1.5060736704
## 396 397 398 399 400
## 1.5224205659 1.5452678096 1.5706832763 1.6865781357 1.7334614595
## 401 402 403 404 405
## 1.7683526059 1.7660152414 1.7526834543 1.9269840696 5.2356081937
## 406 407 408 409 410
## 5.1782848405 2.6155294430 1.2326959330 1.0343885536 0.3747950680
## 411 412 413 414 415
## -0.1524642179 -0.2205799146 -0.4158549271 -0.7117868276 -0.7729799814
## 416 417 418 419 420
## -0.9495447350 -0.9647535152 -0.9737612431 -0.9758998100 -0.9749424965
## 421 422 423 424 425
## -0.9895535076 -0.9899594846 -0.9903529435 -0.9879655906 -0.9867953038
## 426 427 428 429 430
## -0.9844624041 -0.9848737508 -0.9784017840 -0.9784017840 -0.9862788566
## 431 432 433 434 435
## -0.9844371036 -0.9852583135 -0.9805096938 -0.9796431022 -0.9948069710
## 436 437 438 439 440
## -1.0858296786 -1.0992139144 -1.1580261177 -1.1817653669 -1.2423680875
## 441 442 443 444 445
## -1.2413533424 -1.2408005377 -1.2430867768 -1.2412503084 -1.2404328154
## 446 447 448 449 450
## -1.2401847796 -1.2397299891 -1.2400968641 -1.2418621495 -1.2307390841
## 451 452 453 454 455
## -1.1674278812 -1.0948292534 -1.0706866971 -1.0418069330 -0.3865935914
## 456 457 458 459 460
## -0.3580912040 -0.3184341994 -0.2838898809 -0.0723522172 -0.0021385457
## 461 462 463 464 465
## 0.1111144404 0.2273642715 0.2451183074 0.2856579894 0.2852532303
## 466 467 468 469 470
## 0.2850107245 0.2827631746 0.2758143203 0.2804566486 0.2831331505
## 471 472 473 474 475
## 0.2822490081 0.2807959322 0.2939697450 0.3345649646 0.3562349103
## 476 477 478 479 480
## 0.3522370424 0.3601010178 0.4969709436 1.0980354160 1.2513614113
## 481 482 483 484 485
## 1.2886823435 1.3013029243 1.3013029243 1.2995319928 1.3009171913
## 486 487 488 489 490
## 1.3008759854 1.3008759854 1.3474525650 1.3861921399 1.4005162949
## 491 492 493 494 495
## 1.4502855624 1.4471871776 1.4728782725 1.4846417199 1.4898821440
## 496 497 498 499 500
## 1.5038034145 1.5201503100 1.5429975537 1.5684130204 1.6846505343
## 501 502 503 504 505
## 1.7315338581 1.7664250045 1.7640876400 1.7507558530 1.9250564683
## 506 507 508 509 510
## 5.2524653821 5.1951420290 2.6676619701 1.2910438445 1.0762582548
## 511 512 513 514 515
## 0.4112722703 -0.1014677012 -0.1725674270 -0.4141739717 -0.7002232201
## 516 517 518 519 520
## -0.7597463975 -0.9316956255 -0.9445162710 -0.9454561698 -0.9458285652
## 521 522 523 524 525
## -0.9443953578 -0.9542804185 -0.9546863955 -0.9550798544 -0.9526925015
## 526 527 528 529 530
## -0.9515222147 -0.9487908482 -0.9492021950 -0.9427302281 -0.9427302281
## 531 532 533 534 535
## -0.9515627035 -0.9497209506 -0.9505421605 -0.9457935407 -0.9449269491
## 536 537 538 539 540
## -0.9605080999 -1.0496840597 -1.0618237620 -1.1427852348 -1.1786243835
## 541 542 543 544 545
## -1.2435514752 -1.2448303363 -1.2442775316 -1.2468193848 -1.2449829164
## 546 547 548 549 550
## -1.2441654234 -1.2395066313 -1.2387978702 -1.2391647452 -1.2409300306
## 551 552 553 554 555
## -1.2312234368 -1.1769804721 -1.1038891462 -1.0814693327 -1.0542413550
## 556 557 558 559 560
## -0.4051594038 -0.3585153696 -0.3184341994 -0.2838898809 -0.0723522172
## 561 562 563 564 565
## -0.0021385457 0.1111144404 0.2273642715 0.2451183074 0.2856579894
## 566 567 568 569 570
## 0.2852532303 0.2850107245 0.2827631746 0.2758143203 0.2804566486
## 571 572 573 574 575
## 0.2831331505 0.2822490081 0.2807959322 0.2939697450 0.3345649646
## 576 577 578 579 580
## 0.3562349103 0.3522370424 0.3601010178 0.4969709436 1.0980354160
## 581 582 583 584 585
## 1.2513614113 1.2886823435 1.3013029243 1.3013029243 1.2995319928
## 586 587 588 589 590
## 1.3009171913 1.3008759854 1.3008759854 1.3474525650 1.3861921399
## 591 592 593 594 595
## 1.4005162949 1.4502855624 1.4471871776 1.4728782725 1.4846417199
## 596 597 598 599 600
## 1.4898821440 1.5038034145 1.5201503100 1.5429975537 1.5684130204
## 601 602 603 604 605
## 1.6846505343 1.7315338581 1.7664250045 1.7640876400 1.7507558530
## 606 607 608 609 610
## 1.9250564683 5.2211774850 5.1794264906 2.5940109841 1.2978336902
## 611 612 613 614 615
## 1.1085246286 0.5100009238 -0.0075782541 -0.0511403831 -0.2535712883
## 616 617 618 619 620
## -0.5544355239 -0.6070031430 -0.7411611096 -0.7540054735 -0.7618210975
## 621 622 623 624 625
## -0.7683779920 -0.7647766833 -0.7690226452 -0.7697289472 -0.7689922289
## 626 627 628 629 630
## -0.7660838982 -0.7663626121 -0.7651480976 -0.7658635347 -0.7628125686
## 631 632 633 634 635
## -0.7628125686 -0.7628125686 -0.7630645226 -0.7634057896 -0.7611103253
## 636 637 638 639 640
## -0.7592826919 -0.7533043057 -0.8022881514 -0.8083845110 -0.8589018600
## 641 642 643 644 645
## -0.8916797339 -0.9154914031 -0.9133199252 -0.9077128447 -0.8776741577
## 646 647 648 649 650
## -0.8470279276 -0.8493377277 -0.8440957625 -0.8292192315 -0.8248166410
## 651 652 653 654 655
## -0.8221941500 -0.8118718538 -0.7715535117 -0.7088120259 -0.6912285712
## 656 657 658 659 660
## -0.6621771058 -0.1661881895 0.2359151677 0.4328585787 0.4362679442
## 661 662 663 664 665
## 0.7358336884 0.8933931203 1.1181706112 1.5346062553 1.5899120924
## 666 667 668 669 670
## 1.7083188730 1.7412547336 1.8701584802 1.8758891983 1.8781776350
## 671 672 673 674 675
## 1.8810212911 1.8814091715 1.8825955583 1.8820939507 1.8870016492
## 676 677 678 679 680
## 1.8884516065 1.9301495294 1.9306994911 1.9337489468 1.9633803086
## 681 682 683 684 685
## 2.1311298164 2.1793938395 2.1904947904 2.1998642739 2.1998642739
## 686 687 688 689 690
## 2.1980933424 2.2005388299 2.2012399908 2.2012399908 2.2288680369
## 691 692 693 694 695
## 2.2582018501 2.2720444310 2.3052026100 2.3004126824 2.3157600361
## 696 697 698 699 700
## 2.3125660059 2.3103196807 2.3215182633 2.3360978235 2.3490250486
## 701 702 703 704 705
## 2.3709523333 2.4672692305 2.5239229800 2.5535804867 2.5535804867
## 706 707 708 709 710
## 2.5327806684 2.7295220515 5.2382229931 5.1794264906 2.5940109841
## 711 712 713 714 715
## 1.2978336902 1.1085246286 0.5152661292 -0.0015591706 -0.0451212995
## 716 717 718 719 720
## -0.2556098082 -0.5695035476 -0.6249286212 -0.7886452631 -0.8016205858
## 721 722 723 724 725
## -0.8099457966 -0.8127980066 -0.8100946474 -0.8143406093 -0.8150469114
## 726 727 728 729 730
## -0.8157937121 -0.8137228371 -0.8142437731 -0.8130292586 -0.8134406054
## 731 732 733 734 735
## -0.8116503389 -0.8116503389 -0.8116503389 -0.8173781089 -0.8177193758
## 736 737 738 739 740
## -0.8154239115 -0.8118190644 -0.8051032181 -0.8540870637 -0.8601834233
## 741 742 743 744 745
## -0.9106374793 -0.9423916901 -0.9662033592 -0.9648438361 -0.9568770742
## 746 747 748 749 750
## -0.9217311565 -0.8918299406 -0.8941397406 -0.8864880705 -0.8705371031
## 751 752 753 754 755
## -0.8653077084 -0.8607559447 -0.8504336485 -0.8101153063 -0.7534583411
## 756 757 758 759 760
## -0.7336484630 -0.7061304750 -0.2713342254 0.0212291362 0.1661379750
## 761 762 763 764 765
## 0.1797356279 0.4349348890 0.5430026704 0.7319785528 1.0713035769
## 766 767 768 769 770
## 1.1161073106 1.2233415702 1.2491772610 1.3467418576 1.3499603372
## 771 772 773 774 775
## 1.3484950997 1.3582913989 1.3604244010 1.3604244010 1.3606848075
## 776 777 778 779 780
## 1.3680872264 1.3873969249 1.4432523686 1.4436552088 1.4527932856
## 781 782 783 784 785
## 1.5493311425 1.8514997149 1.9423358872 1.9637817008 1.9729351842
## 786 787 788 789 790
## 1.9729351842 1.9711642527 1.9736097402 1.9751732569 1.9751732569
## 791 792 793 794 795
## 2.0108488352 2.0565263431 2.0703689239 2.1089802949 2.1037866164
## 796 797 798 799 800
## 2.1274684093 2.1372392363 2.1395140085 2.1551630148 2.1697425750
## 801 802 803 804 805
## 2.1885479282 2.2117280464 2.3012358728 2.3559434952 2.3856010019
## 806 807 808 809 810
## 2.3814082582 2.3674225183 2.5606291425 5.2380303515 5.1792338490
## 811 812 813 814 815
## 2.5938183425 1.2978336902 1.1085246286 0.4791995407 -0.0929442729
## 816 817 818 819 820
## -0.1676866494 -0.3872185059 -0.7135152668 -0.7712044207 -0.9519088444
## 821 822 823 824 825
## -0.9707152548 -0.9908760403 -0.9959368351 -0.9943140940 -1.0047043414
## 826 827 828 829 830
## -1.0054106434 -1.0060234751 -1.0046802186 -1.0043283164 -1.0035122687
## 831 832 833 834 835
## -1.0039236154 -0.9982976482 -0.9982976482 -1.0032830525 -1.0055921010
## 836 837 838 839 840
## -1.0059924864 -1.0021577334 -1.0015126879 -1.0094380844 -1.0909484205
## 841 842 843 844 845
## -1.1003636846 -1.1566288206 -1.1703947324 -1.2014627128 -1.2014313854
## 846 847 848 849 850
## -1.2037246548 -1.2073587809 -1.2007901219 -1.2018970061 -1.1995461321
## 851 852 853 854 855
## -1.1980971714 -1.1986884122 -1.1962488999 -1.1877054260 -1.1244829365
## 856 857 858 859 860
## -1.0652652477 -1.0403636443 -1.0146821839 -0.4965380359 -0.5144077096
## 861 862 863 864 865
## -0.4873718518 -0.4314131475 -0.1493240631 -0.0577811748 0.0951768660
## 866 867 868 869 870
## 0.2620822771 0.2821521989 0.3265718825 0.3283100040 0.3312219645
## 871 872 873 874 875
## 0.3300914126 0.3224623832 0.3266614696 0.3307676175 0.3298834751
## 876 877 878 879 880
## 0.3284303992 0.3429969683 0.3838179363 0.3871020855 0.3826056168
## 881 882 883 884 885
## 0.3914064811 0.5261043178 1.1181713481 1.2698778497 1.3069876850
## 886 887 888 889 890
## 1.3201888051 1.3201888051 1.3184178737 1.3196718776 1.3196306717
## 891 892 893 894 895
## 1.3196306717 1.3625961160 1.3989148199 1.4132389749 1.4631077254
## 896 897 898 899 900
## 1.4600093406 1.4857004355 1.5008923019 1.5061327260 1.5192922715
## 901 902 903 904 905
## 1.5344508874 1.5572981312 1.5821906959 1.6980855552 1.7449688790
## 906 907 908 909 910
## 1.7806217504 1.7782843859 1.7660288331 1.9416489226 5.2399377056
## 911 912 913 914 915
## 5.1811412031 2.6059524452 1.2934173211 1.1026834315 0.4766736924
## 916 917 918 919 920
## -0.0884822034 -0.1631296082 -0.3871957748 -0.6973490978 -0.7543471127
## 921 922 923 924 925
## -0.9398603667 -0.9573373730 -0.9751167250 -0.9802867898 -0.9819460111
## 926 927 928 929 930
## -0.9959631373 -0.9966694393 -0.9972822710 -0.9927483194 -0.9952221213
## 931 932 933 934 935
## -0.9928892215 -0.9933005683 -0.9870052983 -0.9870052983 -0.9950489985
## 936 937 938 939 940
## -0.9942483614 -0.9950695713 -0.9904691654 -0.9896025738 -1.0010999399
## 941 942 943 944 945
## -1.0895323481 -1.1041678018 -1.1633417985 -1.1930686926 -1.2479855391
## 946 947 948 949 950
## -1.2497017259 -1.2519949953 -1.2560691463 -1.2569066808 -1.2584064838
## 951 952 953 954 955
## -1.2584653147 -1.2580328403 -1.2583997153 -1.2579481041 -1.2468250386
## 956 957 958 959 960
## -1.1794821548 -1.1149799593 -1.0946422838 -1.0673268973 -0.4459802561
## 961 962 963 964 965
## -0.4745945986 -0.4681367128 -0.4139072612 -0.1546636806 -0.0679463326
## 966 967 968 969 970
## 0.0860647780 0.2276005247 0.2446577609 0.2928486497 0.2930447014
## 971 972 973 974 975
## 0.2954964385 0.2943658866 0.2874170323 0.2920593606 0.2946162658
## 976 977 978 979 980
## 0.2937321234 0.2922790474 0.3049298364 0.3473920794 0.3714451267
## 981 982 983 984 985
## 0.3665692551 0.3753701194 0.5133216310 1.1094664849 1.2633919318
## 986 987 988 989 990
## 1.3007128640 1.3133334447 1.3133334447 1.3115625133 1.3128165172
## 991 992 993 994 995
## 1.3127753113 1.3127753113 1.3609223289 1.3996619037 1.4139860588
## 996 997 998 999 1000
## 1.4634945168 1.4603961320 1.4860872269 1.4978506742 1.5030910984
## 1001 1002 1003 1004 1005
## 1.5162506439 1.5314092598 1.5542565035 1.5796719702 1.6955668295
## 1006 1007 1008 1009 1010
## 1.7424501534 1.7781030247 1.7757656602 1.7635101074 1.9391301969
## 1011 1012 1013 1014 1015
## 5.2454013009 5.1894662452 2.6310088431 1.3048768144 1.1181003836
## 1016 1017 1018 1019 1020
## 0.4325855789 -0.1746512478 -0.2293936673 -0.4265151783 -0.7176321254
## 1021 1022 1023 1024 1025
## -0.7765908236 -0.9544444436 -0.9701041021 -0.9791732491 -0.9825316333
## 1026 1027 1028 1029 1030
## -0.9815743199 -0.9959982902 -0.9964042671 -0.9967977260 -0.9944103731
## 1031 1032 1033 1034 1035
## -0.9932400863 -0.9909071866 -0.9913185334 -0.9848465665 -0.9848465665
## 1036 1037 1038 1039 1040
## -0.9926942020 -0.9906237569 -0.9914449668 -0.9868445609 -0.9859779693
## 1041 1042 1043 1044 1045
## -1.0007935470 -1.0904753781 -1.1014081388 -1.1595638387 -1.1832311260
## 1046 1047 1048 1049 1050
## -1.2419337601 -1.2409190150 -1.2403662103 -1.2427059055 -1.2408694371
## 1051 1052 1053 1054 1055
## -1.2400519441 -1.2398039083 -1.2393491178 -1.2397159928 -1.2414812783
## 1056 1057 1058 1059 1060
## -1.2303582128 -1.1670470100 -1.0925410144 -1.0689831314 -1.0401033673
## 1061 1062 1063 1064 1065
## -0.3906134669 -0.3584574356 -0.3208645741 -0.2828072293 -0.0719232525
## 1066 1067 1068 1069 1070
## 0.0009731555 0.1124640006 0.2294910702 0.2472139279 0.2925840699
## 1071 1072 1073 1074 1075
## 0.2926953143 0.2949421809 0.2938116290 0.2868627747 0.2915051030
## 1076 1077 1078 1079 1080
## 0.2941816049 0.2932974625 0.2918443866 0.3042527141 0.3467149571
## 1081 1082 1083 1084 1085
## 0.3707680044 0.3658921328 0.3746929971 0.5110397695 1.1085986093
## 1086 1087 1088 1089 1090
## 1.2625240562 1.2998449884 1.3124655691 1.3124655691 1.3106946377
## 1091 1092 1093 1094 1095
## 1.3119486416 1.3119074357 1.3119074357 1.3584840153 1.3972235902
## 1096 1097 1098 1099 1100
## 1.4115477452 1.4612242609 1.4581258760 1.4838169710 1.4955804183
## 1101 1102 1103 1104 1105
## 1.5008208424 1.5139803879 1.5291390038 1.5519862476 1.5774017143
## 1106 1107 1108 1109 1110
## 1.6936392282 1.7405225520 1.7761754234 1.7738380589 1.7615825061
## 1111 1112 1113 1114 1115
## 1.9372025955 5.2663114711 5.2103764153 2.6839623995 1.3691954676
## 1116 1117 1118 1119 1120
## 1.1657638255 0.4727778643 -0.1229990077 -0.1807254564 -0.4262721002
## 1121 1122 1123 1124 1125
## -0.7077738330 -0.7650625547 -0.9383329726 -0.9526171714 -0.9536184893
## 1126 1127 1128 1129 1130
## -0.9552107021 -0.9537774946 -0.9634755146 -0.9638814915 -0.9642749504
## 1131 1132 1133 1134 1135
## -0.9618875975 -0.9607173107 -0.9579859443 -0.9583972910 -0.9519253242
## 1136 1137 1138 1139 1140
## -0.9519253242 -0.9603714107 -0.9583009656 -0.9591221755 -0.9545217696
## 1141 1142 1143 1144 1145
## -0.9536551780 -0.9688880378 -1.0576971535 -1.0673853808 -1.1480925316
## 1146 1147 1148 1149 1150
## -1.1838597184 -1.2468867236 -1.2481655847 -1.2476127800 -1.2502080893
## 1151 1152 1153 1154 1155
## -1.2483716209 -1.2475541279 -1.2428953358 -1.2421865747 -1.2425534497
## 1156 1157 1158 1159 1160
## -1.2443187351 -1.2346121413 -1.1803691766 -1.1053704830 -1.0835353429
## 1161 1162 1163 1164 1165
## -1.0563073651 -0.4115883830 -0.3612907049 -0.3208645741 -0.2828072293
## 1166 1167 1168 1169 1170
## -0.0719232525 0.0009731555 0.1124640006 0.2294910702 0.2472139279
## 1171 1172 1173 1174 1175
## 0.2925840699 0.2926953143 0.2949421809 0.2938116290 0.2868627747
## 1176 1177 1178 1179 1180
## 0.2915051030 0.2941816049 0.2932974625 0.2918443866 0.3042527141
## 1181 1182 1183 1184 1185
## 0.3467149571 0.3707680044 0.3658921328 0.3746929971 0.5110397695
## 1186 1187 1188 1189 1190
## 1.1085986093 1.2625240562 1.2998449884 1.3124655691 1.3124655691
## 1191 1192 1193 1194 1195
## 1.3106946377 1.3119486416 1.3119074357 1.3119074357 1.3584840153
## 1196 1197 1198 1199 1200
## 1.3972235902 1.4115477452 1.4612242609 1.4581258760 1.4838169710
## 1201 1202 1203 1204 1205
## 1.4955804183 1.5008208424 1.5139803879 1.5291390038 1.5519862476
## 1206 1207 1208 1209 1210
## 1.5774017143 1.6936392282 1.7405225520 1.7761754234 1.7738380589
## 1211 1212 1213 1214 1215
## 1.7615825061 1.9372025955 5.1630087218 5.1127967176 2.5759843683
## 1216 1217 1218 1219 1220
## 1.2270287883 1.0247751602 0.4556910331 0.0065378091 -0.0452112214
## 1221 1222 1223 1224 1225
## -0.2365647568 -0.5364030815 -0.5915024077 -0.7305875968 -0.7441440367
## 1226 1227 1228 1229 1230
## -0.7519596607 -0.7595915149 -0.7564439583 -0.7604902387 -0.7611965407
## 1231 1232 1233 1234 1235
## -0.7604598223 -0.7575514916 -0.7587814174 -0.7575669029 -0.7582823400
## 1236 1237 1238 1239 1240
## -0.7542104892 -0.7542104892 -0.7542104892 -0.7545496337 -0.7548909006
## 1241 1242 1243 1244 1245
## -0.7524472225 -0.7510843810 -0.7458244603 -0.7977282903 -0.8058212879
## 1246 1247 1248 1249 1250
## -0.8517811021 -0.8845830973 -0.9094196372 -0.9069877455 -0.9020432273
## 1251 1252 1253 1254 1255
## -0.8688550883 -0.8375232736 -0.8398330737 -0.8332605216 -0.8171916080
## 1256 1257 1258 1259 1260
## -0.8127890175 -0.8101665265 -0.8003889027 -0.7593383706 -0.6964503100
## 1261 1262 1263 1264 1265
## -0.6788940775 -0.6486774808 -0.1580711124 0.2442268668 0.4464927196
## 1266 1267 1268 1269 1270
## 0.4485246579 0.7421126796 0.8994454274 1.1265382854 1.5424802615
## 1271 1272 1273 1274 1275
## 1.5981396343 1.7196842274 1.7533155343 1.8839498089 1.8891984426
## 1276 1277 1278 1279 1280
## 1.8914868793 1.8943305354 1.8947184158 1.8959048026 1.8954031950
## 1281 1282 1283 1284 1285
## 1.9008648989 1.9023148562 1.9331085498 1.9339091983 1.9371993649
## 1286 1287 1288 1289 1290
## 1.9621943207 2.1110194370 2.1591019796 2.1733686092 2.1827380927
## 1291 1292 1293 1294 1295
## 2.1827380927 2.1809671612 2.1831964349 2.1838975957 2.1838975957
## 1296 1297 1298 1299 1300
## 2.2115256418 2.2402126601 2.2528278368 2.2870741654 2.2828424745
## 1301 1302 1303 1304 1305
## 2.2998738645 2.2966798343 2.2955853122 2.3075456198 2.3249975213
## 1306 1307 1308 1309 1310
## 2.3392781080 2.3638532771 2.4603155830 2.5128427942 2.5431065849
## 1311 1312 1313 1314 1315
## 2.5431065849 2.5217072773 2.7207547701 5.1800542299 5.1127967176
## 1316 1317 1318 1319 1320
## 2.5759843683 1.2270287883 1.0247751602 0.4609562385 0.0124681753
## 1321 1322 1323 1324 1325
## -0.0392808552 -0.2386919940 -0.5534881744 -0.6114449552 -0.7812150778
## 1326 1327 1328 1329 1330
## -0.7949024765 -0.8032276873 -0.8072923294 -0.8050427223 -0.8090890026
## 1331 1332 1333 1334 1335
## -0.8097953046 -0.8099318775 -0.8074340358 -0.8086639616 -0.8074494471
## 1336 1337 1338 1339 1340
## -0.8078607939 -0.8050496427 -0.8050496427 -0.8050496427 -0.8106848511
## 1341 1342 1343 1344 1345
## -0.8110261181 -0.8085824399 -0.8054423847 -0.7994450039 -0.8513488339
## 1346 1347 1348 1349 1350
## -0.8594418315 -0.9063834328 -0.9375824681 -0.9624190080 -0.9607990710
## 1351 1352 1353 1354 1355
## -0.9534948715 -0.9151995019 -0.8846127013 -0.8869225014 -0.8787302242
## 1356 1357 1358 1359 1360
## -0.8619777222 -0.8567483275 -0.8521965637 -0.8424189399 -0.8013684077
## 1361 1362 1363 1364 1365
## -0.7445472370 -0.7247645810 -0.6960814618 -0.2640542757 0.0313140761
## 1366 1367 1368 1369 1370
## 0.1800443075 0.1887678494 0.4406092017 0.5496479296 0.7386819395
## 1371 1372 1373 1374 1375
## 1.0753703755 1.1208299934 1.2324739019 1.2590050389 1.3601837596
## 1376 1377 1378 1379 1380
## 1.3629201547 1.3625135868 1.3723098860 1.3744428881 1.3744428881
## 1381 1382 1383 1384 1385
## 1.3747032946 1.3844848858 1.4052461543 1.4594022162 1.4600557432
## 1386 1387 1388 1389 1390
## 1.4694345309 1.5638248016 1.8415579144 1.9299968663 1.9545449116
## 1391 1392 1393 1394 1395
## 1.9636983949 1.9636983949 1.9619274635 1.9641567371 1.9657202538
## 1396 1397 1398 1399 1400
## 1.9657202538 2.0013958321 2.0446021853 2.0584177212 2.0982598641
## 1401 1402 1403 1404 1405
## 2.0936244222 2.1192464868 2.1290173138 2.1324438890 2.1488546202
## 1406 1407 1408 1409 1410
## 2.1663065218 2.1864652366 2.2122932393 2.3004695542 2.3510506383
## 1411 1412 1413 1414 1415
## 2.3813144290 2.3771216852 2.3625260608 2.5547606192 5.1800542299
## 1416 1417 1418 1419 1420
## 5.1127967176 2.5759843683 1.2270287883 1.0247751602 0.4261507740
## 1421 1422 1423 1424 1425
## -0.0749227763 -0.1591131784 -0.3691445711 -0.6985634841 -0.7569362165
## 1426 1427 1428 1429 1430
## -0.9431561208 -0.9622900534 -0.9824508389 -0.9862918164 -0.9851228274
## 1431 1432 1433 1434 1435
## -0.9953133932 -0.9960196952 -0.9966325269 -0.9952892704 -0.9946014947
## 1436 1437 1438 1439 1440
## -0.9937854469 -0.9941967937 -0.9875499417 -0.9875499417 -0.9921837012
## 1441 1442 1443 1444 1445
## -0.9941120348 -0.9945124202 -0.9905294534 -0.9903491998 -0.9992539048
## 1446 1447 1448 1449 1450
## -1.0839371773 -1.0960745992 -1.1557003195 -1.1701819760 -1.2031173756
## 1451 1452 1453 1454 1455
## -1.2030860482 -1.2050919910 -1.2079896284 -1.2014209695 -1.2026935569
## 1456 1457 1458 1459 1460
## -1.2011326628 -1.1996613861 -1.2002526269 -1.1976511991 -1.1896523976
## 1461 1462 1463 1464 1465
## -1.1262026538 -1.0654703990 -1.0391512084 -1.0123046166 -0.4937290337
## 1466 1467 1468 1469 1470
## -0.5076153119 -0.4815041861 -0.4328047245 -0.1566192413 -0.0687222643
## 1471 1472 1473 1474 1475
## 0.0779327907 0.2399928983 0.2606417524 0.3043816446 0.3056037624
## 1476 1477 1478 1479 1480
## 0.3060263505 0.3037788007 0.2972084409 0.3014075273 0.3079386827
## 1481 1482 1483 1484 1485
## 0.3070545403 0.3056014644 0.3216977615 0.3614091224 0.3614978242
## 1486 1487 1488 1489 1490
## 0.3578793592 0.3657433346 0.5015398250 1.0888216676 1.2422020855
## 1491 1492 1493 1494 1495
## 1.2824141524 1.2956152726 1.2956152726 1.2938443411 1.2952295396
## 1496 1497 1498 1499 1500
## 1.2951883337 1.2951883337 1.3381537780 1.3743450727 1.3898873912
## 1501 1502 1503 1504 1505
## 1.4404155673 1.4378754191 1.4648345912 1.4800264575 1.4864186847
## 1506 1507 1508 1509 1510
## 1.5003399552 1.5179115592 1.5421121645 1.5696526137 1.6859259816
## 1511 1512 1513 1514 1515
## 1.7286827671 1.7649419225 1.7626045580 1.7497391206 1.9240397360
## 1516 1517 1518 1519 1520
## 5.1819615840 5.1147040717 2.5871435725 1.2216901432 1.0180085798
## 1521 1522 1523 1524 1525
## 0.4207185489 -0.0704704869 -0.1545659172 -0.3689453915 -0.6798908588
## 1526 1527 1528 1529 1530
## -0.7375724521 -0.9291226323 -0.9471668144 -0.9648847473 -0.9688349947
## 1531 1532 1533 1534 1535
## -0.9704942161 -0.9839222603 -0.9846285623 -0.9852413940 -0.9807074425
## 1536 1537 1538 1539 1540
## -0.9828453708 -0.9798917355 -0.9803030823 -0.9725622074 -0.9725622074
## 1541 1542 1543 1544 1545
## -0.9806353447 -0.9802439726 -0.9810651825 -0.9763165627 -0.9759147630
## 1546 1547 1548 1549 1550
## -0.9875428729 -1.0794898050 -1.0968474165 -1.1586480800 -1.1873754712
## 1551 1552 1553 1554 1555
## -1.2472104061 -1.2495735572 -1.2515795001 -1.2549171624 -1.2557546969
## 1556 1557 1558 1559 1560
## -1.2572544998 -1.2573133308 -1.2568585403 -1.2572254153 -1.2567738041
## 1561 1562 1563 1564 1565
## -1.2462971803 -1.1788119301 -1.1135859125 -1.0935989861 -1.0651184684
## 1566 1567 1568 1569 1570
## -0.4417482271 -0.4680338749 -0.4605499928 -0.4123621838 -0.1639551953
## 1571 1572 1573 1574 1575
## -0.0807177791 0.0668888530 0.2035864486 0.2206252186 0.2694688378
## 1576 1577 1578 1579 1580
## 0.2691488859 0.2691112506 0.2668637008 0.2602933410 0.2649356693
## 1581 1582 1583 1584 1585
## 0.2699175820 0.2690334396 0.2675803636 0.2817608806 0.3225108196
## 1586 1587 1588 1589 1590
## 0.3434310648 0.3394331969 0.3472971723 0.4843588495 1.0783386663
## 1591 1592 1593 1594 1595
## 1.2357162490 1.2761394129 1.2887599937 1.2887599937 1.2869890622
## 1596 1597 1598 1599 1600
## 1.2883742607 1.2883330548 1.2883330548 1.3370774708 1.3756896366
## 1601 1602 1603 1604 1605
## 1.3912319550 1.4413998386 1.4388596905 1.4658188625 1.4775823098
## 1606 1607 1608 1609 1610
## 1.4839745370 1.4978958075 1.5154674115 1.5396680168 1.5677313680
## 1611 1612 1613 1614 1615
## 1.6840047359 1.7267615214 1.7630206768 1.7606833123 1.7478178749
## 1616 1617 1618 1619 1620
## 1.9221184903 5.1885073873 5.1241113218 2.6136330934 1.2331496365
## 1621 1622 1623 1624 1625
## 1.0334255319 0.3758480549 -0.1572421154 -0.2224311455 -0.4106000951
## 1626 1627 1628 1629 1630
## -0.7016783020 -0.7622826806 -0.9411767257 -0.9574035600 -0.9664112880
## 1631 1632 1633 1634 1635
## -0.9685498548 -0.9675925414 -0.9818141521 -0.9822201291 -0.9826135880
## 1636 1637 1638 1639 1640
## -0.9802262351 -0.9787200747 -0.9757664394 -0.9761777862 -0.9683303572
## 1641 1642 1643 1644 1645
## -0.9683303572 -0.9762074298 -0.9745462497 -0.9753674596 -0.9706188398
## 1646 1647 1648 1649 1650
## -0.9702170401 -0.9851856777 -1.0788382319 -1.0924931504 -1.1536421270
## 1651 1652 1653 1654 1655
## -1.1775352582 -1.2408866982 -1.2405189175 -1.2399661128 -1.2415693193
## 1656 1657 1658 1659 1660
## -1.2397328509 -1.2389153578 -1.2386673221 -1.2382125316 -1.2385794066
## 1661 1662 1663 1664 1665
## -1.2403446920 -1.2298680683 -1.1667501924 -1.0921369734 -1.0688621712
## 1666 1667 1668 1669 1670
## -1.0387642909 -0.3888316602 -0.3577848930 -0.3189239207 -0.2848020459
## 1671 1672 1673 1674 1675
## -0.0831484659 -0.0128601508 0.0943027631 0.2043379190 0.2215766463
## 1676 1677 1678 1679 1680
## 0.2675995187 0.2671947595 0.2669522538 0.2647047039 0.2581343441
## 1681 1682 1683 1684 1685
## 0.2627766724 0.2678781818 0.2669940394 0.2655409635 0.2794790190
## 1686 1687 1688 1689 1690
## 0.3202289580 0.3411492032 0.3371513353 0.3450153107 0.4820769879
## 1691 1692 1693 1694 1695
## 1.0774707907 1.2348483734 1.2752715373 1.2878921181 1.2878921181
## 1696 1697 1698 1699 1700
## 1.2861211866 1.2875063851 1.2874651792 1.2874651792 1.3346391573
## 1701 1702 1703 1704 1705
## 1.3732513230 1.3887936414 1.4391295827 1.4365894345 1.4635486066
## 1706 1707 1708 1709 1710
## 1.4753120539 1.4817042811 1.4956255516 1.5131971556 1.5373977609
## 1711 1712 1713 1714 1715
## 1.5654611120 1.6820771346 1.7248339201 1.7610930754 1.7587557109
## 1716 1717 1718 1719 1720
## 1.7458902736 1.9201908889 5.2053645758 5.1409685102 2.6669181284
## 1721 1722 1723 1724 1725
## 1.2914975480 1.0752952332 0.4132897254 -0.1054904827 -0.1736635418
## 1726 1727 1728 1729 1730
## -0.4083875426 -0.6901768976 -0.7491112999 -0.9235135816 -0.9373522811
## 1731 1732 1733 1734 1735
## -0.9389734812 -0.9393458766 -0.9372313679 -0.9467270283 -0.9471330053
## 1736 1737 1738 1739 1740
## -0.9475264642 -0.9451391113 -0.9436329509 -0.9402808489 -0.9406921957
## 1741 1742 1743 1744 1745
## -0.9328447667 -0.9328447667 -0.9416772421 -0.9400160619 -0.9408372718
## 1746 1747 1748 1749 1750
## -0.9360886520 -0.9356868524 -0.9518137212 -1.0436195275 -1.0560299125
## 1751 1752 1753 1754 1755
## -1.1392972194 -1.1760221497 -1.2431350998 -1.2450609253 -1.2445081206
## 1756 1757 1758 1759 1760
## -1.2463669412 -1.2445304727 -1.2437129797 -1.2390541877 -1.2383454265
## 1761 1762 1763 1764 1765
## -1.2387123015 -1.2404775869 -1.2308727624 -1.1768231247 -1.1017172077
## 1766 1767 1768 1769 1770
## -1.0801651483 -1.0517190543 -0.4075402676 -0.3582090586 -0.3189239207
## 1771 1772 1773 1774 1775
## -0.2848020459 -0.0831484659 -0.0128601508 0.0943027631 0.2043379190
## 1776 1777 1778 1779 1780
## 0.2215766463 0.2675995187 0.2671947595 0.2669522538 0.2647047039
## 1781 1782 1783 1784 1785
## 0.2581343441 0.2627766724 0.2678781818 0.2669940394 0.2655409635
## 1786 1787 1788 1789 1790
## 0.2794790190 0.3202289580 0.3411492032 0.3371513353 0.3450153107
## 1791 1792 1793 1794 1795
## 0.4820769879 1.0774707907 1.2348483734 1.2752715373 1.2878921181
## 1796 1797 1798 1799 1800
## 1.2878921181 1.2861211866 1.2875063851 1.2874651792 1.2874651792
## 1801 1802 1803 1804 1805
## 1.3346391573 1.3732513230 1.3887936414 1.4391295827 1.4365894345
## 1806 1807 1808 1809 1810
## 1.4635486066 1.4753120539 1.4817042811 1.4956255516 1.5131971556
## 1811 1812 1813 1814 1815
## 1.5373977609 1.5654611120 1.6820771346 1.7248339201 1.7610930754
## 1816 1817 1818 1819 1820
## 1.7587557109 1.7458902736 1.9201908889 5.1065952506 5.0595819016
## 1821 1822 1823 1824 1825
## 2.5053101998 1.1453580366 0.9347313845 0.3975698502 0.0250910246
## 1826 1827 1828 1829 1830
## -0.0361385887 -0.2455694823 -0.5589299199 -0.6161374060 -0.7553239714
## 1831 1832 1833 1834 1835
## -0.7670029180 -0.7762876470 -0.7852427603 -0.7822451994 -0.7862914798
## 1836 1837 1838 1839 1840
## -0.7869977818 -0.7862610635 -0.7833527327 -0.7836314466 -0.7824169321
## 1841 1842 1843 1844 1845
## -0.7831323693 -0.7800814032 -0.7800814032 -0.7800814032 -0.7802399748
## 1846 1847 1848 1849 1850
## -0.7805812418 -0.7781375636 -0.7763099302 -0.7723110777 -0.8200903008
## 1851 1852 1853 1854 1855
## -0.8288915176 -0.8795177786 -0.9130008061 -0.9349943434 -0.9325624517
## 1856 1857 1858 1859 1860
## -0.9278757029 -0.9026000214 -0.8719940884 -0.8744858255 -0.8692438604
## 1861 1862 1863 1864 1865
## -0.8556338929 -0.8517657384 -0.8491432475 -0.8355342034 -0.7918194540
## 1866 1867 1868 1869 1870
## -0.7277337448 -0.7114329702 -0.6823815048 -0.1869663776 0.2368534510
## 1871 1872 1873 1874 1875
## 0.4454954467 0.4448568054 0.7376619919 0.8916373151 1.1122277451
## 1876 1877 1878 1879 1880
## 1.5285799075 1.5857085176 1.7120870020 1.7475903605 1.8758238889
## 1881 1882 1883 1884 1885
## 1.8810725226 1.8839392083 1.8867828644 1.8871707447 1.8883571316
## 1886 1887 1888 1889 1890
## 1.8878555239 1.8933172279 1.8947671852 1.9315375253 1.9320874870
## 1891 1892 1893 1894 1895
## 1.9351369427 1.9618098265 2.1213589511 2.1744585464 2.1871036673
## 1896 1897 1898 1899 1900
## 2.1969674439 2.1969674439 2.1951965124 2.1974257860 2.1981269469
## 1901 1902 1903 1904 1905
## 2.1981269469 2.2257549930 2.2550888062 2.2664858195 2.3003080966
## 1906 1907 1908 1909 1910
## 2.2944077433 2.3096016859 2.3064076557 2.3049586130 2.3172036552
## 1911 1912 1913 1914 1915
## 2.3329714951 2.3458987201 2.3710193946 2.4673362918 2.5237388572
## 1916 1917 1918 1919 1920
## 2.5526346389 2.5526346389 2.5298123911 2.7296295522 5.1236407587
## 1921 1922 1923 1924 1925
## 5.0595819016 2.5053101998 1.1453580366 0.9347313845 0.4028350555
## 1926 1927 1928 1929 1930
## 0.0310213908 -0.0302082225 -0.2476967196 -0.5736512518 -0.6337161926
## 1931 1932 1933 1934 1935
## -0.8020648540 -0.8138747594 -0.8236690753 -0.8290569763 -0.8269573649
## 1936 1937 1938 1939 1940
## -0.8310036453 -0.8317099473 -0.8319329159 -0.8294350742 -0.8299560102
## 1941 1942 1943 1944 1945
## -0.8287414957 -0.8291528424 -0.8273625760 -0.8273625760 -0.8273625760
## 1946 1947 1948 1949 1950
## -0.8332484514 -0.8335897184 -0.8311460402 -0.8275411931 -0.8228048805
## 1951 1952 1953 1954 1955
## -0.8705841035 -0.8793853203 -0.9299482883 -0.9618283560 -0.9838218932
## 1956 1957 1958 1959 1960
## -0.9822019562 -0.9751555261 -0.9447726140 -0.9149116950 -0.9174034322
## 1961 1962 1963 1964 1965
## -0.9105417419 -0.8962481861 -0.8915532274 -0.8870014636 -0.8733924195
## 1966 1967 1968 1969 1970
## -0.8296776702 -0.7716588508 -0.7531316528 -0.7256136648 -0.2875998872
## 1971 1972 1973 1974 1975
## 0.0262039301 0.1793997438 0.1872867795 0.4325604984 0.5382382882
## 1976 1977 1978 1979 1980
## 0.7195553924 1.0569631879 1.1050621149 1.2196816011 1.2501837850
## 1981 1982 1983 1984 1985
## 1.3478713949 1.3506077900 1.3507794711 1.3624688582 1.3646018603
## 1986 1987 1988 1989 1990
## 1.3646018603 1.3648622668 1.3748395672 1.3923186539 1.4573679126
## 1991 1992 1993 1994 1995
## 1.4577707528 1.4669088296 1.5619215280 1.8504880301 1.9403818965
## 1996 1997 1998 1999 2000
## 1.9633718801 1.9730196565 1.9730196565 1.9712487250 1.9734779986
## 2001 2002 2003 2004 2005
## 1.9750415153 1.9750415153 2.0107170937 2.0563946015 2.0689919741
## 2006 2007 2008 2009 2010
## 2.1082674431 2.1019633390 2.1261632348 2.1359340618 2.1390061164
## 2011 2012 2013 2014 2015
## 2.1558112541 2.1715790939 2.1903844472 2.2167579551 2.3056080781
## 2016 2017 2018 2019 2020
## 2.3600645164 2.3889602981 2.3847675543 2.3687593850 2.5609939434
## 2021 2022 2023 2024 2025
## 5.1236407587 5.0595819016 2.5053101998 1.1453580366 0.9347313845
## 2026 2027 2028 2029 2030
## 0.3683781655 -0.0588817195 -0.1534972208 -0.3812533677 -0.7204714681
## 2031 2032 2033 2034 2035
## -0.7821991092 -0.9689624539 -0.9882882660 -1.0115473220 -1.0190063355
## 2036 2037 2038 2039 2040
## -1.0179873423 -1.0281779081 -1.0288842101 -1.0294970418 -1.0281537853
## 2041 2042 2043 2044 2045
## -1.0278018831 -1.0269858354 -1.0273971822 -1.0217712149 -1.0217712149
## 2046 2047 2048 2049 2050
## -1.0264049744 -1.0285839751 -1.0289843604 -1.0250013936 -1.0240280908
## 2051 2052 2053 2054 2055
## -1.0331503431 -1.1145282839 -1.1282696614 -1.1846437093 -1.1982114663
## 2056 2057 2058 2059 2060
## -1.2269789157 -1.2269475883 -1.2290552152 -1.2300682831 -1.2234996241
## 2061 2062 2063 2064 2065
## -1.2247884454 -1.2232275512 -1.2217785906 -1.2224606126 -1.2198591848
## 2066 2067 2068 2069 2070
## -1.2080289630 -1.1410195352 -1.0804399921 -1.0561457995 -1.0293442282
## 2071 2072 2073 2074 2075
## -0.5068234544 -0.5027541678 -0.4671234682 -0.4251025427 -0.1718851141
## 2076 2077 2078 2079 2080
## -0.0867432935 0.0571102722 0.2181984920 0.2409054094 0.2872239274
## 2081 2082 2083 2084 2085
## 0.2924170920 0.2950139945 0.2927664446 0.2861960848 0.2922882591
## 2086 2087 2088 2089 2090
## 0.2966578808 0.2957737384 0.2943206625 0.3106126688 0.3451660988
## 2091 2092 2093 2094 2095
## 0.3549424117 0.3513239468 0.3591879222 0.4957545764 1.1004164013
## 2096 2097 2098 2099 2100
## 1.2516140227 1.2902680280 1.3039634412 1.3039634412 1.3021925097
## 2101 2102 2103 2104 2105
## 1.3035777082 1.3035365023 1.3035365023 1.3465019465 1.3828206505
## 2106 2107 2108 2109 2110
## 1.3971448055 1.4487482618 1.4445394513 1.4700764547 1.4852683211
## 2111 2112 2113 2114 2115
## 1.4913060276 1.5056217045 1.5219686000 1.5448158438 1.5729017983
## 2116 2117 2118 2119 2120
## 1.6894428806 1.7360750203 1.7709661667 1.7686288022 1.7549290689
## 2121 2122 2123 2124 2125
## 1.9292296842 5.1255481128 5.0614892556 2.5174443025 1.1394499067
## 2126 2127 2128 2129 2130
## 0.9273953193 0.3614195143 -0.0565372597 -0.1510577893 -0.3848989759
## 2131 2132 2133 2134 2135
## -0.7052200217 -0.7677245900 -0.9608045062 -0.9779053602 -0.9992512559
## 2136 2137 2138 2139 2140
## -1.0068195394 -1.0086287566 -1.0238627795 -1.0245690815 -1.0251819132
## 2141 2142 2143 2144 2145
## -1.0227945603 -1.0252683622 -1.0230584209 -1.0234697677 -1.0174817828
## 2146 2147 2148 2149 2150
## -1.0174817828 -1.0270308243 -1.0264588793 -1.0272800893 -1.0225314695
## 2151 2152 2153 2154 2155
## -1.0213366206 -1.0331822778 -1.1206630155 -1.1356455196 -1.1955337350
## 2156 2157 2158 2159 2160
## -1.2236706767 -1.2713728309 -1.2730890177 -1.2751966446 -1.2762500486
## 2161 2162 2163 2164 2165
## -1.2770875831 -1.2787693232 -1.2788281541 -1.2783956797 -1.2788533359
## 2166 2167 2168 2169 2170
## -1.2784017247 -1.2633963008 -1.1929848658 -1.1275641464 -1.1083132047
## 2171 2172 2173 2174 2175
## -1.0798777076 -0.4537528189 -0.4622464583 -0.4484237839 -0.4066788801
## 2176 2177 2178 2179 2180
## -0.1745342305 -0.0957167932 0.0491898423 0.1874125602 0.2079478216
## 2181 2182 2183 2184 2185
## 0.2556686960 0.2593197910 0.2614564700 0.2592089201 0.2526385603
## 2186 2187 2188 2189 2190
## 0.2572808887 0.2601012676 0.2592171252 0.2577640493 0.2721402755
## 2191 2192 2193 2194 2195
## 0.3072062830 0.3391807228 0.3351828549 0.3430468303 0.4820649285
## 2196 2197 2198 2199 2200
## 1.0903779132 1.2443696605 1.2832347627 1.2963496364 1.2963496364
## 2201 2202 2203 2204 2205
## 1.2945787050 1.2959639034 1.2959226975 1.2959226975 1.3440697151
## 2206 2207 2208 2209 2210
## 1.3828092900 1.3971334450 1.4483766089 1.4441677984 1.4697048018
## 2211 2212 2213 2214 2215
## 1.4814682491 1.4875059556 1.5018216326 1.5181685281 1.5410157718
## 2216 2217 2218 2219 2220
## 1.5696246283 1.6861657106 1.7327978503 1.7676889967 1.7653516322
## 2221 2222 2223 2224 2225
## 1.7516518989 1.9259525142 5.1310117081 5.0698142977 2.5425007004
## 2226 2227 2228 2229 2230
## 1.1467976969 0.9387005684 0.3121737160 -0.1418630798 -0.2160281704
## 2231 2232 2233 2234 2235
## -0.4256044076 -0.7233016558 -0.7877669073 -0.9692825860 -0.9860090006
## 2236 2237 2238 2239 2240
## -0.9986446913 -1.0044012942 -1.0035939765 -1.0196215661 -1.0200275430
## 2241 2242 2243 2244 2245
## -1.0204210019 -1.0180336490 -1.0168633622 -1.0146534210 -1.0150647678
## 2246 2247 2248 2249 2250
## -1.0089702287 -1.0089702287 -1.0183232056 -1.0164814526 -1.0173026625
## 2251 2252 2253 2254 2255
## -1.0125540427 -1.0113591938 -1.0265230626 -1.1180902223 -1.1332532192
## 2256 2257 2258 2259 2260
## -1.1936368375 -1.2171763778 -1.2686290716 -1.2688777850 -1.2685827498
## 2261 2262 2263 2264 2265
## -1.2663583327 -1.2645218643 -1.2637401035 -1.2634920677 -1.2630372772
## 2266 2267 2268 2269 2270
## -1.2634949334 -1.2652602189 -1.2502215719 -1.1837506723 -1.1096832490
## 2271 2272 2273 2274 2275
## -1.0871444316 -1.0571445568 -0.3909545839 -0.3525814386 -0.3142722113
## 2276 2277 2278 2279 2280
## -0.2832751641 -0.0947480837 -0.0300102289 0.0751638529 0.1896390204
## 2281 2282 2283 2284 2285
## 0.2099846875 0.2554041162 0.2589704039 0.2609022124 0.2586546626
## 2286 2287 2288 2289 2290
## 0.2520843028 0.2567266311 0.2596666068 0.2587824644 0.2573293884
## 2291 2292 2293 2294 2295
## 0.2714631532 0.3065291607 0.3385036005 0.3345057326 0.3423697080
## 2296 2297 2298 2299 2300
## 0.4797830669 1.0895100376 1.2435017849 1.2823668871 1.2954817608
## 2301 2302 2303 2304 2305
## 1.2954817608 1.2937108294 1.2950960278 1.2950548219 1.2950548219
## 2306 2307 2308 2309 2310
## 1.3416314015 1.3803709764 1.3946951315 1.4461063530 1.4418975424
## 2311 2312 2313 2314 2315
## 1.4674345458 1.4791979931 1.4852356997 1.4995513766 1.5158982721
## 2316 2317 2318 2319 2320
## 1.5387455159 1.5673543723 1.6842381093 1.7308702490 1.7657613954
## 2321 2322 2323 2324 2325
## 1.7634240308 1.7497242976 1.9240249129 5.1446993771 5.0835019667
## 2326 2327 2328 2329 2330
## 2.5925897412 1.1987511968 0.9782818579 0.3470675596 -0.0908665631
## 2331 2332 2333 2334 2335
## -0.1681909026 -0.4198090645 -0.7116421712 -0.7729693802 -0.9502918831
## 2336 2337 2338 2339 2340
## -0.9634145390 -0.9679824007 -0.9719728322 -0.9706896205 -0.9819912597
## 2341 2342 2343 2344 2345
## -0.9823972366 -0.9827906955 -0.9804033426 -0.9792330558 -0.9766246478
## 2346 2347 2348 2349 2350
## -0.9770359946 -0.9709414556 -0.9709414556 -0.9801992865 -0.9783575335
## 2351 2352 2353 2354 2355
## -0.9791787434 -0.9744301236 -0.9732352747 -0.9888164256 -1.0786323504
## 2356 2357 2358 2359 2360
## -1.0917509547 -1.1733615611 -1.2087918441 -1.2634383470 -1.2647172081
## 2361 2362 2363 2364 2365
## -1.2644221729 -1.2624533699 -1.2606169015 -1.2598351407 -1.2551763487
## 2366 2367 2368 2369 2370
## -1.2544675875 -1.2549252437 -1.2566905292 -1.2441387362 -1.1867682333
## 2371 2372 2373 2374 2375
## -1.1122081120 -1.0913920374 -1.0641640597 -0.4095203963 -0.3530056041
## 2376 2377 2378 2379 2380
## -0.3142722113 -0.2832751641 -0.0947480837 -0.0300102289 0.0751638529
## 2381 2382 2383 2384 2385
## 0.1896390204 0.2099846875 0.2554041162 0.2589704039 0.2609022124
## 2386 2387 2388 2389 2390
## 0.2586546626 0.2520843028 0.2567266311 0.2596666068 0.2587824644
## 2391 2392 2393 2394 2395
## 0.2573293884 0.2714631532 0.3065291607 0.3385036005 0.3345057326
## 2396 2397 2398 2399 2400
## 0.3423697080 0.4797830669 1.0895100376 1.2435017849 1.2823668871
## 2401 2402 2403 2404 2405
## 1.2954817608 1.2954817608 1.2937108294 1.2950960278 1.2950548219
## 2406 2407 2408 2409 2410
## 1.2950548219 1.3416314015 1.3803709764 1.3946951315 1.4461063530
## 2411 2412 2413 2414 2415
## 1.4418975424 1.4674345458 1.4791979931 1.4852356997 1.4995513766
## 2416 2417 2418 2419 2420
## 1.5158982721 1.5387455159 1.5673543723 1.6842381093 1.7308702490
## 2421 2422 2423 2424 2425
## 1.7657613954 1.7634240308 1.7497242976 1.9240249129 5.1844188692
## 2426 2427 2428 2429 2430
## 5.1440207597 2.6036702159 1.2327407104 1.0290982268 0.4602320611
## 2431 2432 2433 2434 2435
## 0.0072414485 -0.0470734002 -0.2388622957 -0.5271959785 -0.5819713681
## 2436 2437 2438 2439 2440
## -0.7155271984 -0.7254773381 -0.7302967469 -0.7356338241 -0.7316147430
## 2441 2442 2443 2444 2445
## -0.7356086886 -0.7363149907 -0.7361382551 -0.7332299243 -0.7335086382
## 2446 2447 2448 2449 2450
## -0.7322941237 -0.7330095609 -0.7296524326 -0.7296524326 -0.7296524326
## 2451 2452 2453 2454 2455
## -0.7297120367 -0.7300533037 -0.7276096255 -0.7261419794 -0.7225852833
## 2456 2457 2458 2459 2460
## -0.7687303927 -0.7764575027 -0.8228529393 -0.8598528255 -0.8886547657
## 2461 2462 2463 2464 2465
## -0.8879978630 -0.8841649778 -0.8580257114 -0.8274197783 -0.8293404554
## 2466 2467 2468 2469 2470
## -0.8240984903 -0.8104885229 -0.8062850169 -0.8034513280 -0.7929150352
## 2471 2472 2473 2474 2475
## -0.7561923664 -0.6903592911 -0.6723641815 -0.6453444158 -0.1463216635
## 2476 2477 2478 2479 2480
## 0.2462279110 0.4444851250 0.4458878679 0.7440583089 0.9008446833
## 2481 2482 2483 2484 2485
## 1.1305160409 1.5495134372 1.6047729963 1.7217804728 1.7561151769
## 2486 2487 2488 2489 2490
## 1.8843487054 1.8895973390 1.8918857757 1.8947294318 1.8951173122
## 2491 2492 2493 2494 2495
## 1.8963036991 1.8958020914 1.9011814683 1.9021861822 1.9347535672
## 2496 2497 2498 2499 2500
## 1.9353035289 1.9383529846 1.9656424841 2.1225809797 2.1655012874
## 2501 2502 2503 2504 2505
## 2.1766022384 2.1859717219 2.1859717219 2.1842007904 2.1864300641
## 2506 2507 2508 2509 2510
## 2.1871312249 2.1871312249 2.2157421143 2.2454069430 2.2568039563
## 2511 2512 2513 2514 2515
## 2.2834495639 2.2800913772 2.2971453332 2.2953012888 2.2936114353
## 2516 2517 2518 2519 2520
## 2.3055717429 2.3213395827 2.3303478684 2.3522751531 2.4485920504
## 2521 2522 2523 2524 2525
## 2.5053956403 2.5342914220 2.5342914220 2.5124153695 2.7088718527
## 2526 2527 2528 2529 2530
## 5.2014643773 5.1440207597 2.6036702159 1.2327407104 1.0290982268
## 2531 2532 2533 2534 2535
## 0.4683998577 0.0153505345 -0.0389643141 -0.2388108131 -0.5429888507
## 2536 2537 2538 2539 2540
## -0.5996747621 -0.7627262460 -0.7726763856 -0.7780053813 -0.7797752463
## 2541 2542 2543 2544 2545
## -0.7766541147 -0.7806480603 -0.7813543624 -0.7823268686 -0.7798290269
## 2546 2547 2548 2549 2550
## -0.7803499629 -0.7791354484 -0.7795467952 -0.7774503665 -0.7774503665
## 2551 2552 2553 2554 2555
## -0.7774503665 -0.7815135503 -0.7818548173 -0.7794111391 -0.7784817616
## 2556 2557 2558 2559 2560
## -0.7741876053 -0.8203327147 -0.8280598246 -0.8745229271 -0.9109449298
## 2561 2562 2563 2564 2565
## -0.9397468700 -0.9399019221 -0.9337093555 -0.9024628584 -0.8726019395
## 2566 2567 2568 2569 2570
## -0.8745226166 -0.8676609263 -0.8533673704 -0.8483370603 -0.8435740986
## 2571 2572 2573 2574 2575
## -0.8330378058 -0.7963151370 -0.7365489515 -0.7163274185 -0.6908411303
## 2576 2577 2578 2579 2580
## -0.2499163080 0.0333217981 0.1765372885 0.1864657084 0.4432816741
## 2581 2582 2583 2584 2585
## 0.5524322181 0.7449182514 1.0856987274 1.1303899097 1.2365530792
## 2586 2587 2588 2589 2590
## 1.2637876134 1.3616999174 1.3644363126 1.3629710751 1.3727673743
## 2591 2592 2593 2594 2595
## 1.3749003764 1.3749003764 1.3751607829 1.3840958044 1.4043908018
## 2596 2597 2598 2599 2600
## 1.4572463850 1.4576492252 1.4667873020 1.5620046778 1.8600726568
## 2601 2602 2603 2604 2605
## 1.9431466889 1.9657089145 1.9748623978 1.9748623978 1.9730914664
## 2606 2607 2608 2609 2610
## 1.9753207400 1.9768842567 1.9768842567 2.0137523887 2.0594298965
## 2611 2612 2613 2614 2615
## 2.0720272691 2.1041260687 2.1003641311 2.1260087616 2.1371295744
## 2616 2617 2618 2619 2620
## 2.1399608183 2.1563715495 2.1721393893 2.1870258032 2.2102059214
## 2621 2622 2623 2624 2625
## 2.2972934094 2.3521508723 2.3810466540 2.3768539103 2.3602849916
## 2626 2627 2628 2629 2630
## 2.5500684787 5.2012717357 5.1438281181 2.6034775744 1.2327407104
## 2631 2632 2633 2634 2635
## 1.0290982268 0.4311674880 -0.0745782916 -0.1551307587 -0.3671589855
## 2636 2637 2638 2639 2640
## -0.6953744317 -0.7574404992 -0.9418575688 -0.9585024089 -0.9756669793
## 2641 2642 2643 2644 2645
## -0.9795079567 -0.9767159295 -0.9845843030 -0.9852906051 -0.9859034367
## 2646 2647 2648 2649 2650
## -0.9845601802 -0.9842082781 -0.9829937636 -0.9834051104 -0.9778743481
## 2651 2652 2653 2654 2655
## -0.9778743481 -0.9825081076 -0.9841569009 -0.9845572863 -0.9805743194
## 2656 2657 2658 2659 2660
## -0.9802892613 -0.9890246274 -1.0668834041 -1.0786549383 -1.1298572914
## 2661 2662 2663 2664 2665
## -1.1440920407 -1.1798181035 -1.1815617651 -1.1845232555 -1.1881039255
## 2666 2667 2668 2669 2670
## -1.1815352665 -1.1822530277 -1.1806921336 -1.1792431729 -1.1798344137
## 2671 2672 2673 2674 2675
## -1.1770217880 -1.1682643176 -1.1099174578 -1.0475905486 -1.0227355781
## 2676 2677 2678 2679 2680
## -0.9990858174 -0.4654422014 -0.4931780273 -0.4762581575 -0.4275594859
## 2681 2682 2683 2684 2685
## -0.1402017959 -0.0534033506 0.1030836788 0.2691234684 0.2862763946
## 2686 2687 2688 2689 2690
## 0.3224494246 0.3236715424 0.3240941305 0.3218465807 0.3143855954
## 2691 2692 2693 2694 2695
## 0.3185846818 0.3230610990 0.3221769566 0.3207238807 0.3352541090
## 2696 2697 2698 2699 2700
## 0.3756054613 0.3706258283 0.3670073634 0.3748713388 0.5084163193
## 2701 2702 2703 2704 2705
## 1.1082342738 1.2516553910 1.2895218636 1.3027229838 1.3027229838
## 2706 2707 2708 2709 2710
## 1.3009520523 1.3023372508 1.3022960449 1.3022960449 1.3452614892
## 2711 2712 2713 2714 2715
## 1.3815801931 1.3959043481 1.4386891810 1.4370225371 1.4640042751
## 2716 2717 2718 2719 2720
## 1.4815512318 1.4873481277 1.5012693982 1.5176162937 1.5352338546
## 2721 2722 2723 2724 2725
## 1.5601264193 1.6735688985 1.7206020628 1.7554932091 1.7531558446
## 2726 2727 2728 2729 2730
## 1.7383171131 1.9124220936 5.2031790898 5.1457354722 2.6156116771
## 2731 2732 2733 2734 2735
## 1.2285039471 1.0234335281 0.4268371447 -0.0704169617 -0.1508744572
## 2736 2737 2738 2739 2740
## -0.3710706986 -0.6845690176 -0.7456733237 -0.9331680512 -0.9479637381
## 2741 2742 2743 2744 2745
## -0.9635914082 -0.9675416557 -0.9675778388 -0.9774264829 -0.9781327849
## 2746 2747 2748 2749 2750
## -0.9787456166 -0.9742116651 -0.9766854669 -0.9739541005 -0.9743654472
## 2751 2752 2753 2754 2755
## -0.9681653822 -0.9681653822 -0.9749055373 -0.9742346249 -0.9750558348
## 2756 2757 2758 2759 2760
## -0.9703072150 -0.9698006108 -0.9800155150 -1.0647963638 -1.0817880876
## 2761 2762 2763 2764 2765
## -1.1359739928 -1.1645771302 -1.2280046594 -1.2314958353 -1.2344573257
## 2766 2767 2768 2769 2770
## -1.2384780206 -1.2393155551 -1.2404262351 -1.2404850660 -1.2400525916
## 2771 2772 2773 2774 2775
## -1.2392982343 -1.2386354251 -1.2276573252 -1.1630638302 -1.0954424018
## 2776 2777 2778 2779 2780
## -1.0752930631 -1.0500093765 -0.4155168503 -0.4535561278 -0.4585162962
## 2781 2782 2783 2784 2785
## -0.4104804197 -0.1455521048 -0.0628087947 0.0945429564 0.2355370016
## 2786 2787 2788 2789 2790
## 0.2498086146 0.2899995099 0.2896795581 0.2896419228 0.2873943729
## 2791 2792 2793 2794 2795
## 0.2806135627 0.2852558910 0.2885412228 0.2876570804 0.2862040044
## 2796 2797 2798 2799 2800
## 0.2988184527 0.3398716751 0.3553691809 0.3513713130 0.3592352884
## 2801 2802 2803 2804 2805
## 0.4952317130 1.0992664019 1.2454816448 1.2835592144 1.2961797951
## 2806 2807 2808 2809 2810
## 1.2961797951 1.2944088637 1.2957940622 1.2957528562 1.2957528562
## 2811 2812 2813 2814 2815
## 1.3438998738 1.3826394487 1.3969636038 1.4393881442 1.4377215002
## 2816 2817 2818 2819 2820
## 1.4647032382 1.4778166714 1.4836135672 1.4975348377 1.5138817332
## 2821 2822 2823 2824 2825
## 1.5314992941 1.5569147608 1.6703572400 1.7173904043 1.7522815506
## 2826 2827 2828 2829 2830
## 1.7499441861 1.7351054546 1.9092104351 5.2161930679 5.1599743539
## 2831 2832 2833 2834 2835
## 2.6450134369 1.2399634403 1.0388504802 0.3812626588 -0.1533514954
## 2836 2837 2838 2839 2840
## -0.2206194159 -0.4152745123 -0.7052816426 -0.7683348244 -0.9413197785
## 2841 2842 2843 2844 2845
## -0.9542981175 -0.9628470126 -0.9649855795 -0.9625434590 -0.9731856697
## 2846 2847 2848 2849 2850
## -0.9738919717 -0.9742854306 -0.9718980777 -0.9707277909 -0.9679964245
## 2851 2852 2853 2854 2855
## -0.9684077713 -0.9620310094 -0.9620310094 -0.9685750998 -0.9666343794
## 2856 2857 2858 2859 2860
## -0.9674555893 -0.9627069695 -0.9622003652 -0.9757557972 -1.0647156761
## 2861 2862 2863 2864 2865
## -1.0809446355 -1.1353846703 -1.1586991025 -1.2242007735 -1.2249610175
## 2866 2867 2868 2869 2870
## -1.2255198457 -1.2278060848 -1.2259696164 -1.2247630005 -1.2248218314
## 2871 2872 2873 2874 2875
## -1.2243670409 -1.2227575957 -1.2245228811 -1.2135447812 -1.1516624698
## 2876 2877 2878 2879 2880
## -1.0809703698 -1.0579975289 -1.0290864419 -0.3647621399 -0.3403016759
## 2881 2882 2883 2884 2885
## -0.3154132399 -0.2788824155 -0.0631546449 0.0066395641 0.1213668351
## 2886 2887 2888 2889 2890
## 0.2378932113 0.2523647815 0.2897349301 0.2893301710 0.2890876652
## 2891 2892 2893 2894 2895
## 0.2868401153 0.2800593051 0.2847016335 0.2881065620 0.2872224196
## 2896 2897 2898 2899 2900
## 0.2857693436 0.2981413304 0.3391945528 0.3546920586 0.3506941907
## 2901 2902 2903 2904 2905
## 0.3585581661 0.4929498514 1.0983985263 1.2446137692 1.2826913388
## 2906 2907 2908 2909 2910
## 1.2953119195 1.2953119195 1.2935409881 1.2949261866 1.2948849807
## 2911 2912 2913 2914 2915
## 1.2948849807 1.3414615603 1.3802011351 1.3945252902 1.4371178882
## 2916 2917 2918 2919 2920
## 1.4354512443 1.4624329823 1.4755464155 1.4813433113 1.4952645818
## 2921 2922 2923 2924 2925
## 1.5116114773 1.5292290382 1.5546445049 1.6684296387 1.7154628029
## 2926 2927 2928 2929 2930
## 1.7503539493 1.7480165848 1.7331778532 1.9072828338 5.2330502563
## 2931 2932 2933 2934 2935
## 5.1768315423 2.6971459640 1.2979081704 1.0803170000 0.4173366796
## 2936 2937 2938 2939 2940
## -0.1033969410 -0.1736488907 -0.4129024831 -0.6967119754 -0.7580951807
## 2941 2942 2943 2944 2945
## -0.9270564657 -0.9385270518 -0.9390081178 -0.9393805132 -0.9379473058
## 2946 2947 2948 2949 2950
## -0.9441474706 -0.9448537726 -0.9452472315 -0.9428598786 -0.9416895918
## 2951 2952 2953 2954 2955
## -0.9389582254 -0.9393695722 -0.9329928103 -0.9329928103 -0.9404923035
## 2956 2957 2958 2959 2960
## -0.9385515830 -0.9393727929 -0.9346241731 -0.9341175689 -0.9478063785
## 2961 2962 2963 2964 2965
## -1.0353980799 -1.0474425772 -1.1241984636 -1.1596127953 -1.2283803313
## 2966 2967 2968 2969 2970
## -1.2314341814 -1.2319930097 -1.2345348629 -1.2326983945 -1.2314917785
## 2971 2972 2973 2974 2975
## -1.2271398532 -1.2264310921 -1.2248216468 -1.2265869323 -1.2170253040
## 2976 2977 2978 2979 2980
## -1.1642112306 -1.0927462550 -1.0701694588 -1.0429101581 -0.3833279523
## 2981 2982 2983 2984 2985
## -0.3407258415 -0.3154132399 -0.2788824155 -0.0631546449 0.0066395641
## 2986 2987 2988 2989 2990
## 0.1213668351 0.2378932113 0.2523647815 0.2897349301 0.2893301710
## 2991 2992 2993 2994 2995
## 0.2890876652 0.2868401153 0.2800593051 0.2847016335 0.2881065620
## 2996 2997 2998 2999 3000
## 0.2872224196 0.2857693436 0.2981413304 0.3391945528 0.3546920586
## 3001 3002 3003 3004 3005
## 0.3506941907 0.3585581661 0.4929498514 1.0983985263 1.2446137692
## 3006 3007 3008 3009 3010
## 1.2826913388 1.2953119195 1.2953119195 1.2935409881 1.2949261866
## 3011 3012 3013 3014 3015
## 1.2948849807 1.2948849807 1.3414615603 1.3802011351 1.3945252902
## 3016 3017 3018 3019 3020
## 1.4371178882 1.4354512443 1.4624329823 1.4755464155 1.4813433113
## 3021 3022 3023 3024 3025
## 1.4952645818 1.5116114773 1.5292290382 1.5546445049 1.6684296387
## 3026 3027 3028 3029 3030
## 1.7154628029 1.7503539493 1.7480165848 1.7331778532 1.9072828338
plot(varImp(rf_base))
plot(varImp(rf_expanded))
Gradient boosted Tree
set.seed(1234)
xgb_base <- caret::train(y ~ x1 + x2 + x3 + x4 + v1 + v2 + v3 + v4 + v5 + m,
data = df,
method = "xgbTree",
metric = my_metric,
trControl = my_ctrl)
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:32:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:01] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:02] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:03] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:04] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:05] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:06] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:07] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:08] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:09] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:10] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:11] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
predict(xgb_base, viz_grid_base)
## [1] 7.3578534126 7.3578534126 5.5767326355 4.9919404984 3.6138339043
## [6] 2.3599047661 1.3607274294 0.9383149147 0.2134786993 0.2134786993
## [11] 0.2134786993 -0.5506939292 -0.5506939292 -0.5506939292 -0.5506939292
## [16] -0.6125974059 -0.8188311458 -0.9187350869 -0.9187350869 -0.9187350869
## [21] -0.9187350869 -0.9187350869 -0.9187350869 -1.1892831326 -1.1892831326
## [26] -1.1892831326 -1.1892831326 -1.1892831326 -1.1892831326 -1.1892831326
## [31] -1.1892831326 -1.4470186234 -1.4470186234 -1.7301181555 -1.7301181555
## [36] -1.7527604103 -1.7527604103 -1.7527604103 -2.0625884533 -2.0625884533
## [41] -2.0625884533 -2.0625884533 -2.0625884533 -2.0625884533 -2.1076691151
## [46] -1.9215459824 -1.9527792931 -1.7914332151 -1.7914332151 -1.7914332151
## [51] -1.3744772673 -0.9589720368 -0.5754252076 -0.8635712266 -0.5848839283
## [56] -0.5848839283 -0.6863637567 -0.6939522624 -0.5802139044 -0.6940460205
## [61] -0.6940460205 -0.6940460205 -0.8489390016 -0.9189730287 -0.9189730287
## [66] -0.9189730287 -0.4360085428 0.2432556748 -0.2381558418 -0.0948227048
## [71] 0.3188529909 0.3188529909 0.1586774141 0.2497490048 0.7821007967
## [76] 1.2250847816 0.6245037317 0.6245037317 0.6245037317 1.4164353609
## [81] 3.1432979107 2.8044915199 2.5316491127 3.9314002991 3.9314002991
## [86] 3.9314002991 3.7381031513 4.0611915588 4.1863212585 4.9958267212
## [91] 5.1012153625 5.1012153625 4.7927618027 5.3849620819 5.3849620819
## [96] 5.3849620819 5.2056798935 6.7243614197 5.5552959442 4.2376222610
## [101] 4.2376222610 6.4642939568 6.4642939568 4.4025893211 3.8177938461
## [106] 2.4396903515 1.4868109226 0.4876324832 0.0652197599 -0.5226703286
## [111] -0.5226703286 -0.5226703286 -1.2868424654 -1.2868424654 -1.2868424654
## [116] -1.2868424654 -1.3487461805 -1.5549801588 -1.6548839808 -1.6548839808
## [121] -1.6548839808 -1.6548839808 -1.6548839808 -1.6548839808 -1.9254320860
## [126] -1.9254320860 -1.9254320860 -1.9254320860 -1.9254320860 -1.9254320860
## [131] -1.9254320860 -1.9254320860 -2.0179855824 -2.0179855824 -2.3010861874
## [136] -2.3010861874 -2.3237283230 -2.3237283230 -2.3237283230 -2.3237283230
## [141] -2.3237283230 -2.3237283230 -2.3039159775 -2.3039159775 -2.3039159775
## [146] -2.3489964008 -2.1628735065 -2.1941068172 -2.0327594280 -2.0327594280
## [151] -2.0327594280 -1.6158035994 -1.2002987862 -0.8167516589 -1.0308288336
## [156] -0.7521412969 -0.7521412969 -0.8536215425 -0.8612100482 -0.7474713922
## [161] -0.8613036275 -0.8613036275 -0.8613036275 -0.9755012989 -1.0455352068
## [166] -1.0455352068 -1.0455352068 -0.5625707507 0.1166932285 -0.3647182584
## [171] -0.2213851810 0.8412817717 0.8412817717 0.6811061502 0.7721776962
## [176] 1.3045294285 1.7475136518 1.1469322443 1.1469322443 1.1469322443
## [181] 1.9388636351 3.8725869656 3.5337805748 3.2609381676 4.6606898308
## [186] 4.6606898308 4.6606898308 4.4673938751 5.3891105652 5.6626896858
## [191] 6.4721941948 6.5775828362 6.5775828362 6.2691297531 7.3064603806
## [196] 7.3064603806 7.3064603806 7.1271777153 9.0090665817 7.8400020599
## [201] 5.5530352592 5.6864371300 6.7548179626 6.7548179626 4.6931133270
## [206] 3.5068905354 2.3579905033 2.0065388680 1.0073615313 0.5849488378
## [211] 0.3287725747 0.3287725747 0.3287725747 -0.4353998899 -0.4353998899
## [216] -0.4353998899 -0.4353998899 -0.4973035455 -0.7035372853 -0.8034411073
## [221] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [226] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [231] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.7778024673
## [236] -1.0609017611 -1.0609017611 -1.0835440159 -1.0835440159 -1.0835440159
## [241] -1.0835440159 -1.0835440159 -1.0835440159 -1.0637316704 -1.0637316704
## [246] -1.0637316704 -1.1088122129 -0.9226894379 -0.8122521639 -0.6509059072
## [251] -0.6509059072 -0.6509059072 -0.2339506000 0.1815543920 0.5651016831
## [256] 0.3510243297 0.6297120452 0.6297120452 1.3625190258 1.3549305201
## [261] 1.4686690569 2.0300855637 2.0300855637 2.5981531143 2.7264695168
## [266] 2.6564354897 2.6564354897 2.6564354897 3.4711685181 3.9866461754
## [271] 4.0908493996 4.0908493996 5.5468726158 5.7283372879 5.5681614876
## [276] 5.5964231491 6.4315447807 6.4315447807 5.8309636116 5.8309636116
## [281] 5.8309636116 6.6228952408 8.4361953735 8.0973873138 7.8245449066
## [286] 8.4290380478 8.4290380478 8.4290380478 8.2357406616 9.6617641449
## [291] 9.9353418350 10.7448472977 10.8502359390 10.8502359390 10.5417823792
## [296] 11.8363275528 11.8363275528 11.8363275528 11.6570444107 13.5389337540
## [301] 12.3698682785 9.6614828110 9.7948846817 5.7862787247 5.7862787247
## [306] 3.2164974213 2.4509763718 1.3020777702 0.9506246448 0.7606260777
## [311] 0.3382135034 0.4620098472 0.4620098472 0.4620098472 0.1772527993
## [316] 0.1772527993 0.1772527993 0.1772527993 0.1153491139 0.1153491139
## [321] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [326] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [331] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [336] 0.1409877539 -0.1421117187 -0.1421117187 -0.1421117187 -0.1421117187
## [341] -0.1421117187 -0.1421117187 -0.1421117187 -0.1421117187 -0.1222994030
## [346] -0.1222994030 -0.1222994030 -0.1673799455 0.2120569348 0.4003785551
## [351] 0.8054765463 0.8054765463 0.8054765463 1.4567829370 2.1598234177
## [356] 2.5433704853 2.7769033909 3.2888338566 3.2888338566 3.3968997002
## [361] 3.5874619484 4.1325001717 5.0149054527 5.0149054527 5.5829720497
## [366] 5.8780393600 5.8080053329 5.8080053329 5.8080053329 6.6227388382
## [371] 7.1382169724 7.2424197197 7.2424197197 8.6984424591 8.7184753418
## [376] 8.5582981110 8.5865592957 9.3045587540 9.3045587540 8.7039775848
## [381] 8.7039775848 8.7039775848 9.4959068298 11.3092060089 10.9703998566
## [386] 10.6975574493 11.3020486832 11.3020486832 11.3020486832 11.1087532043
## [391] 12.5347766876 12.8083553314 13.6178617477 13.7232503891 13.7232503891
## [396] 13.4147977829 14.7093410492 14.7093410492 14.7093410492 14.5300579071
## [401] 16.4119472504 15.2428817749 12.5344934464 12.6678953171 5.0878610611
## [406] 5.0878610611 2.3428096771 1.6962487698 0.5473482013 0.1958961189
## [411] 0.0058969352 -0.4165154696 -0.2927191257 -0.2927191257 -0.2927191257
## [416] -0.5774760842 -0.5774760842 -0.5774760842 -0.5774760842 -0.6093872190
## [421] -0.6093872190 -0.4768343866 -0.4768343866 -0.4768343866 -0.4672684968
## [426] -0.4672684968 -0.4672684968 0.1463496387 0.1463496387 0.1463496387
## [431] 0.1463496387 0.1463496387 0.1463496387 0.1463496387 0.1463496387
## [436] 0.1463496387 0.1719882786 -0.0574290864 -0.0574290864 -0.0574290864
## [441] -0.0574290864 -0.0574290864 -0.0574290864 -0.0574290864 -0.0574290864
## [446] -0.0376167856 -0.0376167856 -0.0376167856 -0.0826973170 0.4638292789
## [451] 0.6521508694 1.0572487116 1.0572487116 1.0572487116 2.0877842903
## [456] 2.7908251286 3.3923935890 3.6259264946 3.9198353291 3.9198353291
## [461] 4.0279021263 4.2184648514 4.7635021210 5.6459069252 5.6459069252
## [466] 6.2139735222 6.5090408325 6.4390068054 6.4390068054 6.4390068054
## [471] 7.2537403107 7.7692174911 7.8734202385 7.8734202385 9.3294448853
## [476] 9.3494777679 9.1893014908 9.2175626755 9.9355602264 9.9355602264
## [481] 9.3349781036 9.3349781036 9.3349781036 10.1269073486 11.9402093887
## [486] 11.6014032364 11.3285608292 11.9330511093 11.9330511093 11.9330511093
## [491] 11.7397556305 13.1657791138 13.4393577576 14.2488651276 14.3542537689
## [496] 14.3542537689 14.0458011627 15.3403444290 15.3403444290 15.3403444290
## [501] 15.1610612869 17.0429496765 15.8738851547 13.1654968262 13.2988986969
## [506] 6.4517960548 6.4517960548 3.7067444324 3.0601820946 1.5317519903
## [511] 1.1802996397 0.9903002977 0.5678876638 0.6916840076 0.6916840076
## [516] 0.6916840076 0.4069270790 0.4069270790 0.4069270790 0.4069270790
## [521] 0.3750159442 0.3750159442 0.3750159442 0.3750159442 0.3750159442
## [526] 0.6328807473 0.6328807473 0.6328807473 0.9860214591 0.9860214591
## [531] 0.9860214591 0.9860214591 0.9860214591 0.9860214591 0.9860214591
## [536] 0.9860214591 0.9860214591 1.0116602182 0.7822428942 0.7822428942
## [541] 0.7822428942 0.7822428942 0.7822428942 0.7822428942 0.7822428942
## [546] 0.7822428942 0.8020551801 0.8020551801 0.8020551801 0.7569746971
## [551] 1.3035017252 1.4918233156 1.8969209194 1.8969209194 1.8969209194
## [556] 2.9274556637 3.6304972172 4.2320671082 4.4656000137 4.7595095634
## [561] 4.7595095634 4.8675756454 5.0581378937 5.6031746864 6.4855780602
## [566] 6.4855780602 7.0536456108 7.3487129211 7.2786788940 7.2786788940
## [571] 7.2786788940 8.0934114456 8.6088905334 8.7130937576 8.7130937576
## [576] 10.1691150665 10.1891479492 10.0289726257 10.0572338104 10.7752294540
## [581] 10.7752294540 10.1746473312 10.1746473312 10.1746473312 10.9665803909
## [586] 12.7798795700 12.4410734177 12.1682310104 12.7727231979 12.7727231979
## [591] 12.7727231979 12.5794277191 14.0054512024 14.2790298462 15.0885353088
## [596] 15.1939239502 15.1939239502 14.8854713440 16.1800155640 16.1800155640
## [601] 16.1800155640 16.0007324219 17.8826198578 16.7135562897 14.0051670074
## [606] 14.1385688782 7.3578534126 7.3578534126 5.5767326355 4.9919404984
## [611] 3.6138339043 2.3599047661 1.3607274294 0.9383149147 0.2134786993
## [616] 0.2134786993 0.2134786993 -0.5506939292 -0.5506939292 -0.5506939292
## [621] -0.5506939292 -0.6125974059 -0.8188311458 -0.9187350869 -0.9187350869
## [626] -0.9187350869 -0.9187350869 -0.9187350869 -0.9187350869 -1.1892831326
## [631] -1.1892831326 -1.1892831326 -1.1892831326 -1.1892831326 -1.1892831326
## [636] -1.1892831326 -1.1892831326 -1.4470186234 -1.4470186234 -1.7301181555
## [641] -1.7301181555 -1.7527604103 -1.7527604103 -1.7527604103 -2.0625884533
## [646] -2.0625884533 -2.0625884533 -2.0625884533 -2.0625884533 -2.0625884533
## [651] -2.1076691151 -1.9215459824 -1.9527792931 -1.7914332151 -1.7914332151
## [656] -1.7914332151 -1.3744772673 -0.9589720368 -0.5754252076 -0.8635712266
## [661] -0.5848839283 -0.5848839283 -0.6863637567 -0.6939522624 -0.5802139044
## [666] -0.6940460205 -0.6940460205 -0.6940460205 -0.8489390016 -0.9189730287
## [671] -0.9189730287 -0.9189730287 -0.4360085428 0.2432556748 -0.2381558418
## [676] -0.0948227048 0.3188529909 0.3188529909 0.1586774141 0.2497490048
## [681] 0.7821007967 1.2250847816 0.6245037317 0.6245037317 0.6245037317
## [686] 1.4164353609 3.1432979107 2.8044915199 2.5316491127 3.9314002991
## [691] 3.9314002991 3.9314002991 3.7381031513 4.0611915588 4.1863212585
## [696] 4.9958267212 5.1012153625 5.1012153625 4.7927618027 5.3849620819
## [701] 5.3849620819 5.3849620819 5.2056798935 6.6556158066 5.5552959442
## [706] 4.2376222610 4.2376222610 6.4642939568 6.4642939568 4.4025893211
## [711] 3.8177938461 2.4396903515 1.4868109226 0.4876324832 0.0652197599
## [716] -0.5226703286 -0.5226703286 -0.5226703286 -1.2868424654 -1.2868424654
## [721] -1.2868424654 -1.2868424654 -1.3487461805 -1.5549801588 -1.6548839808
## [726] -1.6548839808 -1.6548839808 -1.6548839808 -1.6548839808 -1.6548839808
## [731] -1.9254320860 -1.9254320860 -1.9254320860 -1.9254320860 -1.9254320860
## [736] -1.9254320860 -1.9254320860 -1.9254320860 -2.0179855824 -2.0179855824
## [741] -2.3010861874 -2.3010861874 -2.3237283230 -2.3237283230 -2.3237283230
## [746] -2.3237283230 -2.3237283230 -2.3237283230 -2.3039159775 -2.3039159775
## [751] -2.3039159775 -2.3489964008 -2.1628735065 -2.1941068172 -2.0327594280
## [756] -2.0327594280 -2.0327594280 -1.6158035994 -1.2002987862 -0.8167516589
## [761] -1.0308288336 -0.7521412969 -0.7521412969 -0.8536215425 -0.8612100482
## [766] -0.7474713922 -0.8613036275 -0.8613036275 -0.8613036275 -0.9755012989
## [771] -1.0455352068 -1.0455352068 -1.0455352068 -0.5625707507 0.1166932285
## [776] -0.3647182584 -0.2213851810 0.8412817717 0.8412817717 0.6811061502
## [781] 0.7721776962 1.3045294285 1.7475136518 1.1469322443 1.1469322443
## [786] 1.1469322443 1.9388636351 3.8725869656 3.5337805748 3.2609381676
## [791] 4.6606898308 4.6606898308 4.6606898308 4.4673938751 5.3891105652
## [796] 5.6626896858 6.4721941948 6.5775828362 6.5775828362 6.2691297531
## [801] 7.3064603806 7.3064603806 7.3064603806 7.1271777153 8.9403200150
## [806] 7.8400020599 5.5530352592 5.6864371300 6.7548179626 6.7548179626
## [811] 4.6931133270 3.5068905354 2.3579905033 2.0065388680 1.0073615313
## [816] 0.5849488378 0.3287725747 0.3287725747 0.3287725747 -0.4353998899
## [821] -0.4353998899 -0.4353998899 -0.4353998899 -0.4973035455 -0.7035372853
## [826] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [831] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [836] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [841] -0.7778024673 -1.0609017611 -1.0609017611 -1.0835440159 -1.0835440159
## [846] -1.0835440159 -1.0835440159 -1.0835440159 -1.0835440159 -1.0637316704
## [851] -1.0637316704 -1.0637316704 -1.1088122129 -0.9226894379 -0.8122521639
## [856] -0.6509059072 -0.6509059072 -0.6509059072 -0.2339506000 0.1815543920
## [861] 0.5651016831 0.3510243297 0.6297120452 0.6297120452 1.3625190258
## [866] 1.3549305201 1.4686690569 2.0300855637 2.0300855637 2.5981531143
## [871] 2.7264695168 2.6564354897 2.6564354897 2.6564354897 3.4711685181
## [876] 3.9866461754 4.0908493996 4.0908493996 5.5468726158 5.7283372879
## [881] 5.5681614876 5.5964231491 6.4315447807 6.4315447807 5.8309636116
## [886] 5.8309636116 5.8309636116 6.6228952408 8.4361953735 8.0973873138
## [891] 7.8245449066 8.4290380478 8.4290380478 8.4290380478 8.2357406616
## [896] 9.6617641449 9.9353418350 10.7448472977 10.8502359390 10.8502359390
## [901] 10.5417823792 11.8363275528 11.8363275528 11.8363275528 11.6570444107
## [906] 13.4701871872 12.3698682785 9.6614828110 9.7948846817 5.7862787247
## [911] 5.7862787247 3.2164974213 2.4509763718 1.3020777702 0.9506246448
## [916] 0.7606260777 0.3382135034 0.4620098472 0.4620098472 0.4620098472
## [921] 0.1772527993 0.1772527993 0.1772527993 0.1772527993 0.1153491139
## [926] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [931] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [936] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [941] 0.1153491139 0.1409877539 -0.1421117187 -0.1421117187 -0.1421117187
## [946] -0.1421117187 -0.1421117187 -0.1421117187 -0.1421117187 -0.1421117187
## [951] -0.1222994030 -0.1222994030 -0.1222994030 -0.1673799455 0.2120569348
## [956] 0.4003785551 0.8054765463 0.8054765463 0.8054765463 1.4567829370
## [961] 2.1598234177 2.5433704853 2.7769033909 3.2888338566 3.2888338566
## [966] 3.3968997002 3.5874619484 4.1325001717 5.0149054527 5.0149054527
## [971] 5.5829720497 5.8780393600 5.8080053329 5.8080053329 5.8080053329
## [976] 6.6227388382 7.1382169724 7.2424197197 7.2424197197 8.6984424591
## [981] 8.7184753418 8.5582981110 8.5865592957 9.3045587540 9.3045587540
## [986] 8.7039775848 8.7039775848 8.7039775848 9.4959068298 11.3092060089
## [991] 10.9703998566 10.6975574493 11.3020486832 11.3020486832 11.3020486832
## [996] 11.1087532043 12.5347766876 12.8083553314 13.6178617477 13.7232503891
## [1001] 13.7232503891 13.4147977829 14.7093410492 14.7093410492 14.7093410492
## [1006] 14.5300579071 16.3432006836 15.2428817749 12.5344934464 12.6678953171
## [1011] 5.0878610611 5.0878610611 2.3428096771 1.6962487698 0.5473482013
## [1016] 0.1958961189 0.0058969352 -0.4165154696 -0.2927191257 -0.2927191257
## [1021] -0.2927191257 -0.5774760842 -0.5774760842 -0.5774760842 -0.5774760842
## [1026] -0.6093872190 -0.6093872190 -0.4768343866 -0.4768343866 -0.4768343866
## [1031] -0.4672684968 -0.4672684968 -0.4672684968 0.1463496387 0.1463496387
## [1036] 0.1463496387 0.1463496387 0.1463496387 0.1463496387 0.1463496387
## [1041] 0.1463496387 0.1463496387 0.1719882786 -0.0574290864 -0.0574290864
## [1046] -0.0574290864 -0.0574290864 -0.0574290864 -0.0574290864 -0.0574290864
## [1051] -0.0574290864 -0.0376167856 -0.0376167856 -0.0376167856 -0.0826973170
## [1056] 0.4638292789 0.6521508694 1.0572487116 1.0572487116 1.0572487116
## [1061] 2.0877842903 2.7908251286 3.3923935890 3.6259264946 3.9198353291
## [1066] 3.9198353291 4.0279021263 4.2184648514 4.7635021210 5.6459069252
## [1071] 5.6459069252 6.2139735222 6.5090408325 6.4390068054 6.4390068054
## [1076] 6.4390068054 7.2537403107 7.7692174911 7.8734202385 7.8734202385
## [1081] 9.3294448853 9.3494777679 9.1893014908 9.2175626755 9.9355602264
## [1086] 9.9355602264 9.3349781036 9.3349781036 9.3349781036 10.1269073486
## [1091] 11.9402093887 11.6014032364 11.3285608292 11.9330511093 11.9330511093
## [1096] 11.9330511093 11.7397556305 13.1657791138 13.4393577576 14.2488651276
## [1101] 14.3542537689 14.3542537689 14.0458011627 15.3403444290 15.3403444290
## [1106] 15.3403444290 15.1610612869 16.9742031097 15.8738851547 13.1654968262
## [1111] 13.2988986969 6.4517960548 6.4517960548 3.7067444324 3.0601820946
## [1116] 1.5317519903 1.1802996397 0.9903002977 0.5678876638 0.6916840076
## [1121] 0.6916840076 0.6916840076 0.4069270790 0.4069270790 0.4069270790
## [1126] 0.4069270790 0.3750159442 0.3750159442 0.3750159442 0.3750159442
## [1131] 0.3750159442 0.6328807473 0.6328807473 0.6328807473 0.9860214591
## [1136] 0.9860214591 0.9860214591 0.9860214591 0.9860214591 0.9860214591
## [1141] 0.9860214591 0.9860214591 0.9860214591 1.0116602182 0.7822428942
## [1146] 0.7822428942 0.7822428942 0.7822428942 0.7822428942 0.7822428942
## [1151] 0.7822428942 0.7822428942 0.8020551801 0.8020551801 0.8020551801
## [1156] 0.7569746971 1.3035017252 1.4918233156 1.8969209194 1.8969209194
## [1161] 1.8969209194 2.9274556637 3.6304972172 4.2320671082 4.4656000137
## [1166] 4.7595095634 4.7595095634 4.8675756454 5.0581378937 5.6031746864
## [1171] 6.4855780602 6.4855780602 7.0536456108 7.3487129211 7.2786788940
## [1176] 7.2786788940 7.2786788940 8.0934114456 8.6088905334 8.7130937576
## [1181] 8.7130937576 10.1691150665 10.1891479492 10.0289726257 10.0572338104
## [1186] 10.7752294540 10.7752294540 10.1746473312 10.1746473312 10.1746473312
## [1191] 10.9665803909 12.7798795700 12.4410734177 12.1682310104 12.7727231979
## [1196] 12.7727231979 12.7727231979 12.5794277191 14.0054512024 14.2790298462
## [1201] 15.0885353088 15.1939239502 15.1939239502 14.8854713440 16.1800155640
## [1206] 16.1800155640 16.1800155640 16.0007324219 17.8138732910 16.7135562897
## [1211] 14.0051670074 14.1385688782 7.3578534126 7.3578534126 5.5767326355
## [1216] 4.9919404984 3.6138339043 2.3599047661 1.3607274294 0.9383149147
## [1221] 0.2134786993 0.2134786993 0.2134786993 -0.5506939292 -0.5506939292
## [1226] -0.5506939292 -0.5506939292 -0.6125974059 -0.8188311458 -0.9187350869
## [1231] -0.9187350869 -0.9187350869 -0.9187350869 -0.9187350869 -0.9187350869
## [1236] -1.1892831326 -1.1892831326 -1.1892831326 -1.1892831326 -1.1892831326
## [1241] -1.1892831326 -1.1892831326 -1.1892831326 -1.4470186234 -1.4470186234
## [1246] -1.7301181555 -1.7301181555 -1.7527604103 -1.7527604103 -1.7527604103
## [1251] -2.0625884533 -2.0625884533 -2.0625884533 -2.0625884533 -2.0625884533
## [1256] -2.0625884533 -2.1076691151 -1.9215459824 -1.9527792931 -1.7914332151
## [1261] -1.7914332151 -1.7914332151 -1.3744772673 -0.9589720368 -0.5754252076
## [1266] -0.8635712266 -0.6517616510 -0.6517616510 -0.7532416582 -0.7608301640
## [1271] -0.6470916271 -0.7609239221 -0.7609239221 -0.7609239221 -0.9158169031
## [1276] -0.9858509302 -0.9858509302 -0.9858509302 -0.5028864145 0.1763777286
## [1281] -0.3050337434 -0.1617006361 0.2519749701 0.2519749701 0.0917995423
## [1286] 0.1828711182 0.7152230144 1.1582068205 0.5576257706 0.5576257706
## [1291] 0.5576257706 1.3495573997 3.0764200687 2.7376136780 2.4647712708
## [1296] 3.8645210266 3.8645210266 3.8645210266 3.6712250710 3.9943139553
## [1301] 4.1194438934 4.9289484024 5.0343370438 5.0343370438 4.7258844376
## [1306] 5.3180847168 5.3180847168 5.3180847168 5.1388015747 6.6574840546
## [1311] 5.4884185791 4.1707439423 4.1707439423 6.4642939568 6.4642939568
## [1316] 4.4025893211 3.8177938461 2.4396903515 1.4868109226 0.4876324832
## [1321] 0.0652197599 -0.5226703286 -0.5226703286 -0.5226703286 -1.2868424654
## [1326] -1.2868424654 -1.2868424654 -1.2868424654 -1.3487461805 -1.5549801588
## [1331] -1.6548839808 -1.6548839808 -1.6548839808 -1.6548839808 -1.6548839808
## [1336] -1.6548839808 -1.9254320860 -1.9254320860 -1.9254320860 -1.9254320860
## [1341] -1.9254320860 -1.9254320860 -1.9254320860 -1.9254320860 -2.0179855824
## [1346] -2.0179855824 -2.3010861874 -2.3010861874 -2.3237283230 -2.3237283230
## [1351] -2.3237283230 -2.3237283230 -2.3237283230 -2.3237283230 -2.3039159775
## [1356] -2.3039159775 -2.3039159775 -2.3489964008 -2.1628735065 -2.1941068172
## [1361] -2.0327594280 -2.0327594280 -2.0327594280 -1.6158035994 -1.2002987862
## [1366] -0.8167516589 -1.0308288336 -0.8190191984 -0.8190191984 -0.9204994440
## [1371] -0.9280879498 -0.8143492937 -0.9281815290 -0.9281815290 -0.9281815290
## [1376] -1.0423791409 -1.1124130487 -1.1124130487 -1.1124130487 -0.6294486523
## [1381] 0.0498153158 -0.4315961897 -0.2882630825 0.7744038105 0.7744038105
## [1386] 0.6142282486 0.7052997947 1.2376514673 1.6806356907 1.0800542831
## [1391] 1.0800542831 1.0800542831 1.8719857931 3.8057091236 3.4669027328
## [1396] 3.1940603256 4.5938119888 4.5938119888 4.5938119888 4.4005160332
## [1401] 5.3222327232 5.5958118439 6.4053163528 6.5107049942 6.5107049942
## [1406] 6.2022519112 7.2395825386 7.2395825386 7.2395825386 7.0602998734
## [1411] 8.9421882629 7.7731242180 5.4861574173 5.6195592880 6.7548179626
## [1416] 6.7548179626 4.6931133270 3.5068905354 2.3579905033 2.0065388680
## [1421] 1.0073615313 0.5849488378 0.3287725747 0.3287725747 0.3287725747
## [1426] -0.4353998899 -0.4353998899 -0.4353998899 -0.4353998899 -0.4973035455
## [1431] -0.7035372853 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [1436] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [1441] -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073 -0.8034411073
## [1446] -0.8034411073 -0.7778024673 -1.0609017611 -1.0609017611 -1.0835440159
## [1451] -1.0835440159 -1.0835440159 -1.0835440159 -1.0835440159 -1.0835440159
## [1456] -1.0637316704 -1.0637316704 -1.0637316704 -1.1088122129 -0.9226894379
## [1461] -0.8122521639 -0.6509059072 -0.6509059072 -0.6509059072 -0.2339506000
## [1466] 0.1815543920 0.5651016831 0.3510243297 0.5628341436 0.5628341436
## [1471] 1.2956410646 1.2880525589 1.4017910957 1.9632081985 1.9632081985
## [1476] 2.5312752724 2.6595916748 2.5895576477 2.5895576477 2.5895576477
## [1481] 3.4042906761 3.9197683334 4.0239715576 4.0239715576 5.4799947739
## [1486] 5.6614594460 5.5012836456 5.5295453072 6.3646669388 6.3646669388
## [1491] 5.7640857697 5.7640857697 5.7640857697 6.5560173988 8.3693180084
## [1496] 8.0305089951 7.7576670647 8.3621597290 8.3621597290 8.3621597290
## [1501] 8.1688613892 9.5948858261 9.8684635162 10.6779689789 10.7833576202
## [1506] 10.7833576202 10.4749040604 11.7694492340 11.7694492340 11.7694492340
## [1511] 11.5901660919 13.4720554352 12.3029899597 9.5946044922 9.7280063629
## [1516] 5.7862787247 5.7862787247 3.2164974213 2.4509763718 1.3020777702
## [1521] 0.9506246448 0.7606260777 0.3382135034 0.4620098472 0.4620098472
## [1526] 0.4620098472 0.1772527993 0.1772527993 0.1772527993 0.1772527993
## [1531] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [1536] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [1541] 0.1153491139 0.1153491139 0.1153491139 0.1153491139 0.1153491139
## [1546] 0.1153491139 0.1153491139 0.1409877539 -0.1421117187 -0.1421117187
## [1551] -0.1421117187 -0.1421117187 -0.1421117187 -0.1421117187 -0.1421117187
## [1556] -0.1421117187 -0.1222994030 -0.1222994030 -0.1222994030 -0.1673799455
## [1561] 0.2120569348 0.4003785551 0.8054765463 0.8054765463 0.8054765463
## [1566] 1.4567829370 2.1598234177 2.5433704853 2.7769033909 3.2888338566
## [1571] 3.2888338566 3.3968997002 3.5874619484 4.1325001717 5.0149054527
## [1576] 5.0149054527 5.5829720497 5.8780393600 5.8080053329 5.8080053329
## [1581] 5.8080053329 6.6227388382 7.1382169724 7.2424197197 7.2424197197
## [1586] 8.6984424591 8.7184753418 8.5582981110 8.5865592957 9.3045587540
## [1591] 9.3045587540 8.7039775848 8.7039775848 8.7039775848 9.4959068298
## [1596] 11.3092060089 10.9703998566 10.6975574493 11.3020486832 11.3020486832
## [1601] 11.3020486832 11.1087532043 12.5347766876 12.8083553314 13.6178617477
## [1606] 13.7232503891 13.7232503891 13.4147977829 14.7093410492 14.7093410492
## [1611] 14.7093410492 14.5300579071 16.4119472504 15.2428817749 12.5344934464
## [1616] 12.6678953171 5.0878610611 5.0878610611 2.3428096771 1.6962487698
## [1621] 0.5473482013 0.1958961189 0.0058969352 -0.4165154696 -0.2927191257
## [1626] -0.2927191257 -0.2927191257 -0.5774760842 -0.5774760842 -0.5774760842
## [1631] -0.5774760842 -0.6093872190 -0.6093872190 -0.4768343866 -0.4768343866
## [1636] -0.4768343866 -0.4672684968 -0.4672684968 -0.4672684968 0.1463496387
## [1641] 0.1463496387 0.1463496387 0.1463496387 0.1463496387 0.1463496387
## [1646] 0.1463496387 0.1463496387 0.1463496387 0.1719882786 -0.0574290864
## [1651] -0.0574290864 -0.0574290864 -0.0574290864 -0.0574290864 -0.0574290864
## [1656] -0.0574290864 -0.0574290864 -0.0376167856 -0.0376167856 -0.0376167856
## [1661] -0.0826973170 0.4638292789 0.6521508694 1.0572487116 1.0572487116
## [1666] 1.0572487116 2.0877842903 2.7908251286 3.3923935890 3.6259264946
## [1671] 3.9198353291 3.9198353291 4.0279021263 4.2184648514 4.7635021210
## [1676] 5.6459069252 5.6459069252 6.2139735222 6.5090408325 6.4390068054
## [1681] 6.4390068054 6.4390068054 7.2537403107 7.7692174911 7.8734202385
## [1686] 7.8734202385 9.3294448853 9.3494777679 9.1893014908 9.2175626755
## [1691] 9.9355602264 9.9355602264 9.3349781036 9.3349781036 9.3349781036
## [1696] 10.1269073486 11.9402093887 11.6014032364 11.3285608292 11.9330511093
## [1701] 11.9330511093 11.9330511093 11.7397556305 13.1657791138 13.4393577576
## [1706] 14.2488651276 14.3542537689 14.3542537689 14.0458011627 15.3403444290
## [1711] 15.3403444290 15.3403444290 15.1610612869 17.0429496765 15.8738851547
## [1716] 13.1654968262 13.2988986969 6.4517960548 6.4517960548 3.7067444324
## [1721] 3.0601820946 1.5317519903 1.1802996397 0.9903002977 0.5678876638
## [1726] 0.6916840076 0.6916840076 0.6916840076 0.4069270790 0.4069270790
## [1731] 0.4069270790 0.4069270790 0.3750159442 0.3750159442 0.3750159442
## [1736] 0.3750159442 0.3750159442 0.6328807473 0.6328807473 0.6328807473
## [1741] 0.9860214591 0.9860214591 0.9860214591 0.9860214591 0.9860214591
## [1746] 0.9860214591 0.9860214591 0.9860214591 0.9860214591 1.0116602182
## [1751] 0.7822428942 0.7822428942 0.7822428942 0.7822428942 0.7822428942
## [1756] 0.7822428942 0.7822428942 0.7822428942 0.8020551801 0.8020551801
## [1761] 0.8020551801 0.7569746971 1.3035017252 1.4918233156 1.8969209194
## [1766] 1.8969209194 1.8969209194 2.9274556637 3.6304972172 4.2320671082
## [1771] 4.4656000137 4.7595095634 4.7595095634 4.8675756454 5.0581378937
## [1776] 5.6031746864 6.4855780602 6.4855780602 7.0536456108 7.3487129211
## [1781] 7.2786788940 7.2786788940 7.2786788940 8.0934114456 8.6088905334
## [1786] 8.7130937576 8.7130937576 10.1691150665 10.1891479492 10.0289726257
## [1791] 10.0572338104 10.7752294540 10.7752294540 10.1746473312 10.1746473312
## [1796] 10.1746473312 10.9665803909 12.7798795700 12.4410734177 12.1682310104
## [1801] 12.7727231979 12.7727231979 12.7727231979 12.5794277191 14.0054512024
## [1806] 14.2790298462 15.0885353088 15.1939239502 15.1939239502 14.8854713440
## [1811] 16.1800155640 16.1800155640 16.1800155640 16.0007324219 17.8826198578
## [1816] 16.7135562897 14.0051670074 14.1385688782 7.1430783272 7.1430783272
## [1821] 5.3619575500 4.7771658897 3.6076273918 2.3536984921 1.3545209169
## [1826] 0.9321088195 0.2072723657 0.2072723657 0.2072723657 -0.5569003224
## [1831] -0.5569003224 -0.5569003224 -0.5569003224 -0.6188037992 -0.8250375390
## [1836] -0.9249414802 -0.9249414802 -0.9249414802 -0.9249414802 -0.9249414802
## [1841] -0.9249414802 -1.1954894066 -1.1954894066 -1.1954894066 -1.1954894066
## [1846] -1.1954894066 -1.1954894066 -1.1954894066 -1.1954894066 -1.4532248974
## [1851] -1.4532248974 -1.7363244295 -1.7363244295 -1.7589666843 -1.7589666843
## [1856] -1.7589666843 -2.0687947273 -2.0687947273 -2.0687947273 -2.0687947273
## [1861] -2.0687947273 -2.0687947273 -2.1138753891 -1.9277522564 -1.9589855671
## [1866] -1.7976394892 -1.7976394892 -1.7976394892 -1.3806837797 -0.9651784301
## [1871] -0.5816316009 -0.8697776198 -0.5910903215 -0.5910903215 -0.6925701499
## [1876] -0.6687912345 -0.5550528169 -0.6688848734 -0.6688848734 -0.6688848734
## [1881] -0.8237778544 -0.8938118815 -0.8938118815 -0.8938118815 -0.4108475149
## [1886] 0.2684168220 -0.2129946649 -0.0696615651 0.3440141976 0.3440141976
## [1891] 0.1838387400 0.2749103308 0.8072618246 1.2502458096 0.6496648192
## [1896] 0.6496648192 0.6496648192 1.4415963888 3.1684589386 2.8296525478
## [1901] 2.5568101406 3.9565618038 3.9565618038 3.9565618038 3.7632648945
## [1906] 4.0863523483 4.2114820480 5.0209875107 5.1263761520 5.1263761520
## [1911] 4.8179225922 5.4101228714 5.4101228714 5.4101228714 5.2308406830
## [1916] 6.7495222092 5.5804567337 4.2627830505 4.2627830505 6.2495188713
## [1921] 6.2495188713 4.1878142357 3.6030197144 2.4334838390 1.4806044102
## [1926] 0.4814259112 0.0590133704 -0.5288766623 -0.5288766623 -0.5288766623
## [1931] -1.2930488586 -1.2930488586 -1.2930488586 -1.2930488586 -1.3549525738
## [1936] -1.5611864328 -1.6610902548 -1.6610902548 -1.6610902548 -1.6610902548
## [1941] -1.6610902548 -1.6610902548 -1.9316385984 -1.9316385984 -1.9316385984
## [1946] -1.9316385984 -1.9316385984 -1.9316385984 -1.9316385984 -1.9316385984
## [1951] -2.0241920948 -2.0241920948 -2.3072926998 -2.3072926998 -2.3299348354
## [1956] -2.3299348354 -2.3299348354 -2.3299348354 -2.3299348354 -2.3299348354
## [1961] -2.3101224899 -2.3101224899 -2.3101224899 -2.3552029133 -2.1690797806
## [1966] -2.2003133297 -2.0389659405 -2.0389659405 -2.0389659405 -1.6220099926
## [1971] -1.2065052986 -0.8229581118 -1.0370352268 -0.7583477497 -0.7583477497
## [1976] -0.8598278761 -0.8360489607 -0.7223103046 -0.8361425400 -0.8361425400
## [1981] -0.8361425400 -0.9503402114 -1.0203741789 -1.0203741789 -1.0203741789
## [1986] -0.5374096632 0.1418543160 -0.3395571709 -0.1962241083 0.8664426208
## [1991] 0.8664426208 0.7062672377 0.7973387837 1.3296904564 1.7726746798
## [1996] 1.1720932722 1.1720932722 1.1720932722 1.9640246630 3.8977479935
## [2001] 3.5589416027 3.2860991955 4.6858506203 4.6858506203 4.6858506203
## [2006] 4.4925546646 5.4142713547 5.6878504753 6.4973549843 6.6027436256
## [2011] 6.6027436256 6.2942905426 7.3316211700 7.3316211700 7.3316211700
## [2016] 7.1523385048 9.0342273712 7.8651628494 5.5781960487 5.7115979195
## [2021] 6.5400428772 6.5400428772 4.4783382416 3.2921159267 2.3517839909
## [2026] 2.0003323555 1.0011551380 0.5787424445 0.3225661814 0.3225661814
## [2031] 0.3225661814 -0.4416061640 -0.4416061640 -0.4416061640 -0.4416061640
## [2036] -0.5035098195 -0.7097436190 -0.8096475601 -0.8096475601 -0.8096475601
## [2041] -0.8096475601 -0.8096475601 -0.8096475601 -0.8096475601 -0.8096475601
## [2046] -0.8096475601 -0.8096475601 -0.8096475601 -0.8096475601 -0.8096475601
## [2051] -0.8096475601 -0.8096475601 -0.7840089202 -1.0671082735 -1.0671082735
## [2056] -1.0897505283 -1.0897505283 -1.0897505283 -1.0897505283 -1.0897505283
## [2061] -1.0897505283 -1.0699381828 -1.0699381828 -1.0699381828 -1.1150187254
## [2066] -0.9288957715 -0.8184584975 -0.6571123600 -0.6571123600 -0.6571123600
## [2071] -0.2401569933 0.1753479987 0.5588953495 0.3448179662 0.6235055923
## [2076] 0.6235055923 1.3563126326 1.3800915480 1.4938300848 2.0552465916
## [2081] 2.0552465916 2.6233141422 2.7516305447 2.6815965176 2.6815965176
## [2086] 2.6815965176 3.4963295460 4.0118074417 4.1160106659 4.1160106659
## [2091] 5.5720334053 5.7534980774 5.5933222771 5.6215839386 6.4567055702
## [2096] 6.4567055702 5.8561244011 5.8561244011 5.8561244011 6.6480560303
## [2101] 8.4613561630 8.1225481033 7.8497056961 8.4541978836 8.4541978836
## [2106] 8.4541978836 8.2609004974 9.6869230270 9.9605035782 10.7700080872
## [2111] 10.8753967285 10.8753967285 10.5669431686 11.8614883423 11.8614883423
## [2116] 11.8614883423 11.6822052002 13.5640945435 12.3950290680 9.6866436005
## [2121] 9.8200454712 5.5715041161 5.5715041161 3.0017228127 2.2362017632
## [2126] 1.2958714962 0.9444186091 0.7544196248 0.3320071697 0.4558035731
## [2131] 0.4558035731 0.4558035731 0.1710464060 0.1710464060 0.1710464060
## [2136] 0.1710464060 0.1091427058 0.1091427058 0.1091427058 0.1091427058
## [2141] 0.1091427058 0.1091427058 0.1091427058 0.1091427058 0.1091427058
## [2146] 0.1091427058 0.1091427058 0.1091427058 0.1091427058 0.1091427058
## [2151] 0.1091427058 0.1091427058 0.1091427058 0.1347813308 -0.1483180672
## [2156] -0.1483180672 -0.1483180672 -0.1483180672 -0.1483180672 -0.1483180672
## [2161] -0.1483180672 -0.1483180672 -0.1285057813 -0.1285057813 -0.1285057813
## [2166] -0.1735863388 0.2058504820 0.3941721618 0.7992700934 0.7992700934
## [2171] 0.7992700934 1.4505765438 2.1536169052 2.5371639729 2.7706968784
## [2176] 3.2826273441 3.2826273441 3.3906931877 3.6126229763 4.1576614380
## [2181] 5.0400662422 5.0400662422 5.6081328392 5.9032001495 5.8331661224
## [2186] 5.8331661224 5.8331661224 6.6478996277 7.1633777618 7.2675805092
## [2191] 7.2675805092 8.7236032486 8.7436361313 8.5834589005 8.6117200851
## [2196] 9.3297185898 9.3297185898 8.7291374207 8.7291374207 8.7291374207
## [2201] 9.5210676193 11.3343667984 10.9955606461 10.7227182388 11.3272094727
## [2206] 11.3272094727 11.3272094727 11.1339139938 12.5599374771 12.8335161209
## [2211] 13.6430225372 13.7484111786 13.7484111786 13.4399585724 14.7345018387
## [2216] 14.7345018387 14.7345018387 14.5552186966 16.4371089935 15.2680425644
## [2221] 12.5596542358 12.6930561066 4.8730859756 4.8730859756 2.1280350685
## [2226] 1.4814743996 0.5411418676 0.1896897852 -0.0003094532 -0.4227219224
## [2231] -0.2989255190 -0.2989255190 -0.2989255190 -0.5836824179 -0.5836824179
## [2236] -0.5836824179 -0.5836824179 -0.6155935526 -0.6155935526 -0.4830407202
## [2241] -0.4830407202 -0.4830407202 -0.4734748304 -0.4734748304 -0.4734748304
## [2246] 0.1401431859 0.1401431859 0.1401431859 0.1401431859 0.1401431859
## [2251] 0.1401431859 0.1401431859 0.1401431859 0.1401431859 0.1657818258
## [2256] -0.0636354983 -0.0636354983 -0.0636354983 -0.0636354983 -0.0636354983
## [2261] -0.0636354983 -0.0636354983 -0.0636354983 -0.0438232087 -0.0438232087
## [2266] -0.0438232087 -0.0889037400 0.4576228559 0.6459445357 1.0510423183
## [2271] 1.0510423183 1.0510423183 2.0815780163 2.7846188545 3.3861873150
## [2276] 3.6197202206 3.9136290550 3.9136290550 4.0216956139 4.2436256409
## [2281] 4.7886633873 5.6710677147 5.6710677147 6.2391343117 6.5342016220
## [2286] 6.4641675949 6.4641675949 6.4641675949 7.2789011002 7.7943782806
## [2291] 7.8985810280 7.8985810280 9.3546056747 9.3746385574 9.2144622803
## [2296] 9.2427234650 9.9607191086 9.9607191086 9.3601369858 9.3601369858
## [2301] 9.3601369858 10.1520681381 11.9653701782 11.6265640259 11.3537216187
## [2306] 11.9582118988 11.9582118988 11.9582118988 11.7649164200 13.1909399033
## [2311] 13.4645185471 14.2740259171 14.3794145584 14.3794145584 14.0709619522
## [2316] 15.3655052185 15.3655052185 15.3655052185 15.1862220764 17.0681095123
## [2321] 15.8990459442 13.1906576157 13.3240594864 6.2370209694 6.2370209694
## [2326] 3.4919700623 2.8454077244 1.5255455971 1.1740932465 0.9840938449
## [2331] 0.5616810918 0.6854775548 0.6854775548 0.6854775548 0.4007207453
## [2336] 0.4007207453 0.4007207453 0.4007207453 0.3688095510 0.3688095510
## [2341] 0.3688095510 0.3688095510 0.3688095510 0.6266744137 0.6266744137
## [2346] 0.6266744137 0.9798153043 0.9798153043 0.9798153043 0.9798153043
## [2351] 0.9798153043 0.9798153043 0.9798153043 0.9798153043 0.9798153043
## [2356] 1.0054541826 0.7760364413 0.7760364413 0.7760364413 0.7760364413
## [2361] 0.7760364413 0.7760364413 0.7760364413 0.7760364413 0.7958487272
## [2366] 0.7958487272 0.7958487272 0.7507682443 1.2972952127 1.4856168032
## [2371] 1.8907146454 1.8907146454 1.8907146454 2.9212491512 3.6242911816
## [2376] 4.2258610725 4.4593935013 4.7533035278 4.7533035278 4.8613686562
## [2381] 5.0832986832 5.6283354759 6.5107388496 6.5107388496 7.0788064003
## [2386] 7.3738737106 7.3038396835 7.3038396835 7.3038396835 8.1185731888
## [2391] 8.6340513229 8.7382545471 8.7382545471 10.1942758560 10.2143087387
## [2396] 10.0541334152 10.0823945999 10.8003902435 10.8003902435 10.1998081207
## [2401] 10.1998081207 10.1998081207 10.9917411804 12.8050403595 12.4662342072
## [2406] 12.1933917999 12.7978839874 12.7978839874 12.7978839874 12.6045885086
## [2411] 14.0306119919 14.3041906357 15.1136960983 15.2190847397 15.2190847397
## [2416] 14.9106321335 16.2051773071 16.2051773071 16.2051773071 16.0258941650
## [2421] 17.9077796936 16.7387161255 14.0303277969 14.1637296677 7.3735961914
## [2426] 7.3735961914 5.5924754143 5.0076832771 3.6295766830 2.3756475449
## [2431] 1.3764699697 0.9540574551 0.2292212844 0.2292212844 0.2292212844
## [2436] -0.5349513888 -0.5349513888 -0.5349513888 -0.5349513888 -0.5968548656
## [2441] -0.8030886054 -0.9029925466 -0.9029925466 -0.9029925466 -0.9029925466
## [2446] -0.9029925466 -0.9029925466 -1.1735405922 -1.1735405922 -1.1735405922
## [2451] -1.1735405922 -1.1735405922 -1.1735405922 -1.1735405922 -1.1735405922
## [2456] -1.4312760830 -1.4312760830 -1.7143756151 -1.7143756151 -1.7370178699
## [2461] -1.7370178699 -1.7370178699 -2.0468459129 -2.0468459129 -2.0468459129
## [2466] -2.0468459129 -2.0468459129 -2.0468459129 -2.0919263363 -1.9058034420
## [2471] -1.9370367527 -1.7756906748 -1.7756906748 -1.7756906748 -1.3587347269
## [2476] -0.9432294965 -0.5596826077 -0.8478286862 -0.5691413283 -0.5691413283
## [2481] -0.6706212163 -0.6782097220 -0.5644713044 -0.6783034801 -0.6783034801
## [2486] -0.6783034801 -0.8331964612 -0.9032304883 -0.9032304883 -0.9032304883
## [2491] -0.4202659428 0.2589982450 -0.2224132419 -0.0790801272 0.3345955908
## [2496] 0.3345955908 0.1744200140 0.2654916048 0.7978433371 1.2408273220
## [2501] 0.6402462721 0.6402462721 0.6402462721 1.4321779013 3.1590406895
## [2506] 2.8202342987 2.5473918915 3.9471433163 3.9471433163 3.9471433163
## [2511] 3.7538459301 4.0769348145 4.2020645142 5.0115690231 5.1169576645
## [2516] 5.1169576645 4.8085050583 5.4007053375 5.4007053375 5.4007053375
## [2521] 5.2214221954 6.7401046753 5.5710391998 4.2533645630 4.2533645630
## [2526] 6.4800367355 6.4800367355 4.4183320999 3.8335366249 2.4554331303
## [2531] 1.5025534630 0.5033749342 0.0809623301 -0.5069277287 -0.5069277287
## [2536] -0.5069277287 -1.2710999250 -1.2710999250 -1.2710999250 -1.2710999250
## [2541] -1.3330036402 -1.5392376184 -1.6391414404 -1.6391414404 -1.6391414404
## [2546] -1.6391414404 -1.6391414404 -1.6391414404 -1.9096895456 -1.9096895456
## [2551] -1.9096895456 -1.9096895456 -1.9096895456 -1.9096895456 -1.9096895456
## [2556] -1.9096895456 -2.0022430420 -2.0022430420 -2.2853434086 -2.2853434086
## [2561] -2.3079855442 -2.3079855442 -2.3079855442 -2.3079855442 -2.3079855442
## [2566] -2.3079855442 -2.2881731987 -2.2881731987 -2.2881731987 -2.3332536221
## [2571] -2.1471307278 -2.1783640385 -2.0170168877 -2.0170168877 -2.0170168877
## [2576] -1.6000610590 -1.1845562458 -0.8010091186 -1.0150862932 -0.7363987565
## [2581] -0.7363987565 -0.8378790021 -0.8454675078 -0.7317288518 -0.8455610871
## [2586] -0.8455610871 -0.8455610871 -0.9597587585 -1.0297926664 -1.0297926664
## [2591] -1.0297926664 -0.5468282104 0.1324357986 -0.3489756584 -0.2056426108
## [2596] 0.8570243120 0.8570243120 0.6968486905 0.7879202366 1.3202719688
## [2601] 1.7632561922 1.1626747847 1.1626747847 1.1626747847 1.9546061754
## [2606] 3.8883297443 3.5495233536 3.2766809464 4.6764326096 4.6764326096
## [2611] 4.6764326096 4.4831366539 5.4048533440 5.6784324646 6.4879369736
## [2616] 6.5933256149 6.5933256149 6.2848725319 7.3222031593 7.3222031593
## [2621] 7.3222031593 7.1429204941 9.0248088837 7.8557448387 5.5687780380
## [2626] 5.7021799088 6.7705607414 6.7705607414 4.7088561058 3.5226333141
## [2631] 2.3737332821 2.0222816467 1.0231040716 0.6006913781 0.3445151746
## [2636] 0.3445151746 0.3445151746 -0.4196572900 -0.4196572900 -0.4196572900
## [2641] -0.4196572900 -0.4815609455 -0.6877947450 -0.7876985669 -0.7876985669
## [2646] -0.7876985669 -0.7876985669 -0.7876985669 -0.7876985669 -0.7876985669
## [2651] -0.7876985669 -0.7876985669 -0.7876985669 -0.7876985669 -0.7876985669
## [2656] -0.7876985669 -0.7876985669 -0.7876985669 -0.7620599270 -1.0451592207
## [2661] -1.0451592207 -1.0678014755 -1.0678014755 -1.0678014755 -1.0678014755
## [2666] -1.0678014755 -1.0678014755 -1.0479891300 -1.0479891300 -1.0479891300
## [2671] -1.0930696726 -0.9069468975 -0.7965096235 -0.6351633668 -0.6351633668
## [2676] -0.6351633668 -0.2182080150 0.1972969770 0.5808442235 0.3667669296
## [2681] 0.6454545856 0.6454545856 1.3782615662 1.3706730604 1.4844115973
## [2686] 2.0458283424 2.0458283424 2.6138958931 2.7422122955 2.6721782684
## [2691] 2.6721782684 2.6721782684 3.4869112968 4.0023894310 4.1065921783
## [2696] 4.1065921783 5.5626153946 5.7440800667 5.5839042664 5.6121659279
## [2701] 6.4472875595 6.4472875595 5.8467063904 5.8467063904 5.8467063904
## [2706] 6.6386380196 8.4519376755 8.1131296158 7.8402876854 8.4447803497
## [2711] 8.4447803497 8.4447803497 8.2514839172 9.6775064468 9.9510841370
## [2716] 10.7605895996 10.8659782410 10.8659782410 10.5575246811 11.8520698547
## [2721] 11.8520698547 11.8520698547 11.6727867126 13.5546760559 12.3856105804
## [2726] 9.6772251129 9.8106269836 5.8020215034 5.8020215034 3.2322402000
## [2731] 2.4667191505 1.3178203106 0.9663671851 0.7763686180 0.3539561033
## [2736] 0.4777524471 0.4777524471 0.4777524471 0.1929953843 0.1929953843
## [2741] 0.1929953843 0.1929953843 0.1310916990 0.1310916990 0.1310916990
## [2746] 0.1310916990 0.1310916990 0.1310916990 0.1310916990 0.1310916990
## [2751] 0.1310916990 0.1310916990 0.1310916990 0.1310916990 0.1310916990
## [2756] 0.1310916990 0.1310916990 0.1310916990 0.1310916990 0.1567303389
## [2761] -0.1263691336 -0.1263691336 -0.1263691336 -0.1263691336 -0.1263691336
## [2766] -0.1263691336 -0.1263691336 -0.1263691336 -0.1065568179 -0.1065568179
## [2771] -0.1065568179 -0.1516373605 0.2277995348 0.4161211550 0.8212190866
## [2776] 0.8212190866 0.8212190866 1.4725254774 2.1755661964 2.5591132641
## [2781] 2.7926461697 3.3045766354 3.3045766354 3.4126424789 3.6032047272
## [2786] 4.1482429504 5.0306482315 5.0306482315 5.5987148285 5.8937821388
## [2791] 5.8237481117 5.8237481117 5.8237481117 6.6384816170 7.1539597511
## [2796] 7.2581624985 7.2581624985 8.7141847610 8.7342176437 8.5740404129
## [2801] 8.6023015976 9.3203010559 9.3203010559 8.7197198868 8.7197198868
## [2806] 8.7197198868 9.5116491318 11.3249483109 10.9861421585 10.7132997513
## [2811] 11.3177909851 11.3177909851 11.3177909851 11.1244955063 12.5505189896
## [2816] 12.8240976334 13.6336040497 13.7389926910 13.7389926910 13.4305400848
## [2821] 14.7250833511 14.7250833511 14.7250833511 14.5458002090 16.4276905060
## [2826] 15.2586240768 12.5502357483 12.6836376190 5.1036038399 5.1036038399
## [2831] 2.3585524559 1.7119913101 0.5630907416 0.2116387039 0.0216395203
## [2836] -0.4007728696 -0.2769765258 -0.2769765258 -0.2769765258 -0.5617335439
## [2841] -0.5617335439 -0.5617335439 -0.5617335439 -0.5936446786 -0.5936446786
## [2846] -0.4610917866 -0.4610917866 -0.4610917866 -0.4515258968 -0.4515258968
## [2851] -0.4515258968 0.1620922238 0.1620922238 0.1620922238 0.1620922238
## [2856] 0.1620922238 0.1620922238 0.1620922238 0.1620922238 0.1620922238
## [2861] 0.1877308637 -0.0416865014 -0.0416865014 -0.0416865014 -0.0416865014
## [2866] -0.0416865014 -0.0416865014 -0.0416865014 -0.0416865014 -0.0218742061
## [2871] -0.0218742061 -0.0218742061 -0.0669547319 0.4795718789 0.6678934097
## [2876] 1.0729912519 1.0729912519 1.0729912519 2.1035270691 2.8065679073
## [2881] 3.4081363678 3.6416692734 3.9355781078 3.9355781078 4.0436449051
## [2886] 4.2342076302 4.7792448997 5.6616497040 5.6616497040 6.2297163010
## [2891] 6.5247836113 6.4547495842 6.4547495842 6.4547495842 7.2694830894
## [2896] 7.7849602699 7.8891630173 7.8891630173 9.3451871872 9.3652200699
## [2901] 9.2050437927 9.2333049774 9.9513025284 9.9513025284 9.3507204056
## [2906] 9.3507204056 9.3507204056 10.1426496506 11.9559516907 11.6171455383
## [2911] 11.3443031311 11.9487934113 11.9487934113 11.9487934113 11.7554979324
## [2916] 13.1815214157 13.4551000595 14.2646074295 14.3699960709 14.3699960709
## [2921] 14.0615434647 15.3560867310 15.3560867310 15.3560867310 15.1768035889
## [2926] 17.0586929321 15.8896274567 13.1812391281 13.3146409988 6.4675388336
## [2931] 6.4675388336 3.7224872112 3.0759248734 1.5474945307 1.1960421801
## [2936] 1.0060428381 0.5836302042 0.7074265480 0.7074265480 0.7074265480
## [2941] 0.4226696789 0.4226696789 0.4226696789 0.4226696789 0.3907585442
## [2946] 0.3907585442 0.3907585442 0.3907585442 0.3907585442 0.6486232877
## [2951] 0.6486232877 0.6486232877 1.0017640591 1.0017640591 1.0017640591
## [2956] 1.0017640591 1.0017640591 1.0017640591 1.0017640591 1.0017640591
## [2961] 1.0017640591 1.0274027586 0.7979854345 0.7979854345 0.7979854345
## [2966] 0.7979854345 0.7979854345 0.7979854345 0.7979854345 0.7979854345
## [2971] 0.8177977204 0.8177977204 0.8177977204 0.7727172375 1.3192442656
## [2976] 1.5075658560 1.9126634598 1.9126634598 1.9126634598 2.9431984425
## [2981] 3.6462399960 4.2478098869 4.4813427925 4.7752523422 4.7752523422
## [2986] 4.8833184242 5.0738806725 5.6189174652 6.5013208389 6.5013208389
## [2991] 7.0693883896 7.3644556999 7.2944216728 7.2944216728 7.2944216728
## [2996] 8.1091547012 8.6246328354 8.7288360596 8.7288360596 10.1848573685
## [3001] 10.2048902512 10.0447149277 10.0729761124 10.7909717560 10.7909717560
## [3006] 10.1903896332 10.1903896332 10.1903896332 10.9823226929 12.7956218719
## [3011] 12.4568157196 12.1839733124 12.7884654999 12.7884654999 12.7884654999
## [3016] 12.5951700211 14.0211935043 14.2947721481 15.1042776108 15.2096662521
## [3021] 15.2096662521 14.9012136459 16.1957588196 16.1957588196 16.1957588196
## [3026] 16.0164756775 17.8983631134 16.7292995453 14.0209093094 14.1543111801
set.seed(1234)
xgb_expanded <- caret::train(y ~ x1 + x3 + x4 + v2 + v3 + v4 + v5 + m + w + z + t + x5,
data = df,
method = "xgbTree",
metric = 'RMSE',
trControl = my_ctrl)
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:12] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:13] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:14] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:15] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:16] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:17] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:18] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:19] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:20] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:21] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:22] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:23] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:24] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:25] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:26] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:27] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:28] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:29] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:30] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:31] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:32] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:33] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:34] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:35] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:36] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:37] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:38] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:39] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:40] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:41] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:42] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:43] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:44] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:45] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:46] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:47] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:48] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:49] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:50] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:51] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:52] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:53] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:54] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:55] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:56] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:57] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:58] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:33:59] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
## [00:34:00] WARNING: amalgamation/../src/c_api/c_api.cc:785: `ntree_limit` is deprecated, use `iteration_range` instead.
xgb_expanded
## eXtreme Gradient Boosting
##
## 1252 samples
## 12 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## eta max_depth colsample_bytree subsample nrounds RMSE Rsquared
## 0.3 1 0.6 0.50 50 1.0441266 0.8024056
## 0.3 1 0.6 0.50 100 0.9159030 0.8448593
## 0.3 1 0.6 0.50 150 0.8646335 0.8611296
## 0.3 1 0.6 0.75 50 1.0525166 0.8011201
## 0.3 1 0.6 0.75 100 0.9212099 0.8441975
## 0.3 1 0.6 0.75 150 0.8686760 0.8602217
## 0.3 1 0.6 1.00 50 1.0505356 0.8067193
## 0.3 1 0.6 1.00 100 0.9190017 0.8474204
## 0.3 1 0.6 1.00 150 0.8645907 0.8633542
## 0.3 1 0.8 0.50 50 1.0228845 0.8094661
## 0.3 1 0.8 0.50 100 0.9010909 0.8493721
## 0.3 1 0.8 0.50 150 0.8535939 0.8643164
## 0.3 1 0.8 0.75 50 1.0312052 0.8103236
## 0.3 1 0.8 0.75 100 0.8987737 0.8519439
## 0.3 1 0.8 0.75 150 0.8502864 0.8660033
## 0.3 1 0.8 1.00 50 1.0397473 0.8115883
## 0.3 1 0.8 1.00 100 0.9057636 0.8524699
## 0.3 1 0.8 1.00 150 0.8560998 0.8661793
## 0.3 2 0.6 0.50 50 0.7533503 0.8944919
## 0.3 2 0.6 0.50 100 0.7160175 0.9045389
## 0.3 2 0.6 0.50 150 0.7083342 0.9065278
## 0.3 2 0.6 0.75 50 0.7264400 0.9025374
## 0.3 2 0.6 0.75 100 0.6801353 0.9139113
## 0.3 2 0.6 0.75 150 0.6722246 0.9158173
## 0.3 2 0.6 1.00 50 0.7313541 0.9016603
## 0.3 2 0.6 1.00 100 0.6797597 0.9142790
## 0.3 2 0.6 1.00 150 0.6687164 0.9170005
## 0.3 2 0.8 0.50 50 0.7319818 0.9004814
## 0.3 2 0.8 0.50 100 0.6961199 0.9099088
## 0.3 2 0.8 0.50 150 0.6847078 0.9130571
## 0.3 2 0.8 0.75 50 0.7213741 0.9036028
## 0.3 2 0.8 0.75 100 0.6731439 0.9159207
## 0.3 2 0.8 0.75 150 0.6649207 0.9178553
## 0.3 2 0.8 1.00 50 0.7146529 0.9053285
## 0.3 2 0.8 1.00 100 0.6687403 0.9166270
## 0.3 2 0.8 1.00 150 0.6575992 0.9193396
## 0.3 3 0.6 0.50 50 0.7240664 0.9024303
## 0.3 3 0.6 0.50 100 0.7131987 0.9052078
## 0.3 3 0.6 0.50 150 0.7107713 0.9058355
## 0.3 3 0.6 0.75 50 0.6885504 0.9119888
## 0.3 3 0.6 0.75 100 0.6725116 0.9159415
## 0.3 3 0.6 0.75 150 0.6685969 0.9167947
## 0.3 3 0.6 1.00 50 0.6777169 0.9150797
## 0.3 3 0.6 1.00 100 0.6585878 0.9195029
## 0.3 3 0.6 1.00 150 0.6546279 0.9203679
## 0.3 3 0.8 0.50 50 0.7082825 0.9068905
## 0.3 3 0.8 0.50 100 0.6914993 0.9113237
## 0.3 3 0.8 0.50 150 0.6912973 0.9114593
## 0.3 3 0.8 0.75 50 0.6707656 0.9163525
## 0.3 3 0.8 0.75 100 0.6559018 0.9198880
## 0.3 3 0.8 0.75 150 0.6569150 0.9197070
## 0.3 3 0.8 1.00 50 0.6680539 0.9169395
## 0.3 3 0.8 1.00 100 0.6466736 0.9220888
## 0.3 3 0.8 1.00 150 0.6451429 0.9224225
## 0.4 1 0.6 0.50 50 0.9953884 0.8170824
## 0.4 1 0.6 0.50 100 0.8938551 0.8511716
## 0.4 1 0.6 0.50 150 0.8569244 0.8632611
## 0.4 1 0.6 0.75 50 0.9848267 0.8230896
## 0.4 1 0.6 0.75 100 0.8819449 0.8556942
## 0.4 1 0.6 0.75 150 0.8417873 0.8682380
## 0.4 1 0.6 1.00 50 0.9882893 0.8245165
## 0.4 1 0.6 1.00 100 0.8815821 0.8572865
## 0.4 1 0.6 1.00 150 0.8408638 0.8694422
## 0.4 1 0.8 0.50 50 0.9782431 0.8233633
## 0.4 1 0.8 0.50 100 0.8848059 0.8543982
## 0.4 1 0.8 0.50 150 0.8451684 0.8672297
## 0.4 1 0.8 0.75 50 0.9748889 0.8264070
## 0.4 1 0.8 0.75 100 0.8745053 0.8581215
## 0.4 1 0.8 0.75 150 0.8368304 0.8696936
## 0.4 1 0.8 1.00 50 0.9794170 0.8277610
## 0.4 1 0.8 1.00 100 0.8735253 0.8601331
## 0.4 1 0.8 1.00 150 0.8337378 0.8716870
## 0.4 2 0.6 0.50 50 0.7772829 0.8878615
## 0.4 2 0.6 0.50 100 0.7371162 0.8993456
## 0.4 2 0.6 0.50 150 0.7356040 0.8999017
## 0.4 2 0.6 0.75 50 0.7225401 0.9027465
## 0.4 2 0.6 0.75 100 0.6971152 0.9094899
## 0.4 2 0.6 0.75 150 0.6947718 0.9104030
## 0.4 2 0.6 1.00 50 0.7167757 0.9045719
## 0.4 2 0.6 1.00 100 0.6897456 0.9116828
## 0.4 2 0.6 1.00 150 0.6839419 0.9130764
## 0.4 2 0.8 0.50 50 0.7525844 0.8945567
## 0.4 2 0.8 0.50 100 0.7274797 0.9015672
## 0.4 2 0.8 0.50 150 0.7300279 0.9009869
## 0.4 2 0.8 0.75 50 0.7273990 0.9017294
## 0.4 2 0.8 0.75 100 0.6991822 0.9090698
## 0.4 2 0.8 0.75 150 0.6960792 0.9099601
## 0.4 2 0.8 1.00 50 0.7119209 0.9056590
## 0.4 2 0.8 1.00 100 0.6853019 0.9126313
## 0.4 2 0.8 1.00 150 0.6805715 0.9138720
## 0.4 3 0.6 0.50 50 0.7428051 0.8976514
## 0.4 3 0.6 0.50 100 0.7458630 0.8970839
## 0.4 3 0.6 0.50 150 0.7511958 0.8957797
## 0.4 3 0.6 0.75 50 0.7170148 0.9041102
## 0.4 3 0.6 0.75 100 0.7110699 0.9056572
## 0.4 3 0.6 0.75 150 0.7112057 0.9057006
## 0.4 3 0.6 1.00 50 0.6895542 0.9114910
## 0.4 3 0.6 1.00 100 0.6782858 0.9143106
## 0.4 3 0.6 1.00 150 0.6784324 0.9142694
## 0.4 3 0.8 0.50 50 0.7452563 0.8964134
## 0.4 3 0.8 0.50 100 0.7471978 0.8961822
## 0.4 3 0.8 0.50 150 0.7513341 0.8952358
## 0.4 3 0.8 0.75 50 0.6983474 0.9088815
## 0.4 3 0.8 0.75 100 0.6945805 0.9101332
## 0.4 3 0.8 0.75 150 0.6975638 0.9093915
## 0.4 3 0.8 1.00 50 0.6744500 0.9154122
## 0.4 3 0.8 1.00 100 0.6675611 0.9170827
## 0.4 3 0.8 1.00 150 0.6696170 0.9165933
## MAE
## 0.8124668
## 0.7039927
## 0.6617083
## 0.8176001
## 0.7080357
## 0.6648967
## 0.8186699
## 0.7078801
## 0.6616728
## 0.7938826
## 0.6939992
## 0.6540821
## 0.8034160
## 0.6923138
## 0.6510169
## 0.8084072
## 0.6953064
## 0.6536736
## 0.5720522
## 0.5377190
## 0.5324118
## 0.5536999
## 0.5117937
## 0.5038828
## 0.5570988
## 0.5133423
## 0.5053617
## 0.5565333
## 0.5242394
## 0.5159794
## 0.5458311
## 0.5065785
## 0.4998460
## 0.5405913
## 0.5014129
## 0.4916428
## 0.5408144
## 0.5303384
## 0.5315289
## 0.5168256
## 0.5056339
## 0.5023902
## 0.5055141
## 0.4912235
## 0.4887052
## 0.5252438
## 0.5140818
## 0.5125053
## 0.4988291
## 0.4871618
## 0.4889757
## 0.4960833
## 0.4796787
## 0.4780368
## 0.7692411
## 0.6828801
## 0.6507334
## 0.7625365
## 0.6756099
## 0.6426046
## 0.7637336
## 0.6732484
## 0.6409987
## 0.7580586
## 0.6768105
## 0.6462750
## 0.7541193
## 0.6682980
## 0.6379431
## 0.7549539
## 0.6662488
## 0.6340023
## 0.5923970
## 0.5585940
## 0.5551196
## 0.5484796
## 0.5269866
## 0.5263256
## 0.5438063
## 0.5196042
## 0.5143195
## 0.5678919
## 0.5474773
## 0.5485656
## 0.5497588
## 0.5242830
## 0.5229398
## 0.5409311
## 0.5170653
## 0.5124334
## 0.5615049
## 0.5643970
## 0.5708492
## 0.5324451
## 0.5286112
## 0.5286108
## 0.5150916
## 0.5067104
## 0.5064989
## 0.5557369
## 0.5613348
## 0.5652968
## 0.5187471
## 0.5157692
## 0.5183290
## 0.5008645
## 0.4975982
## 0.4997310
##
## Tuning parameter 'gamma' was held constant at a value of 0
## Tuning
## parameter 'min_child_weight' was held constant at a value of 1
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were nrounds = 150, max_depth = 3, eta
## = 0.3, gamma = 0, colsample_bytree = 0.8, min_child_weight = 1 and subsample
## = 1.
xgb_expanded %>% readr::write_rds("best_mod_reg.rds")
# 1.332214
xgb_base
## eXtreme Gradient Boosting
##
## 1252 samples
## 10 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## eta max_depth colsample_bytree subsample nrounds RMSE Rsquared
## 0.3 1 0.6 0.50 50 1.784116 0.4072275
## 0.3 1 0.6 0.50 100 1.763404 0.4206348
## 0.3 1 0.6 0.50 150 1.763041 0.4225417
## 0.3 1 0.6 0.75 50 1.766016 0.4212594
## 0.3 1 0.6 0.75 100 1.744822 0.4323931
## 0.3 1 0.6 0.75 150 1.748521 0.4310231
## 0.3 1 0.6 1.00 50 1.764329 0.4254918
## 0.3 1 0.6 1.00 100 1.733088 0.4409576
## 0.3 1 0.6 1.00 150 1.728219 0.4433315
## 0.3 1 0.8 0.50 50 1.770793 0.4158355
## 0.3 1 0.8 0.50 100 1.763942 0.4205757
## 0.3 1 0.8 0.50 150 1.773282 0.4164836
## 0.3 1 0.8 0.75 50 1.755262 0.4266925
## 0.3 1 0.8 0.75 100 1.739894 0.4355825
## 0.3 1 0.8 0.75 150 1.745245 0.4331483
## 0.3 1 0.8 1.00 50 1.752895 0.4314246
## 0.3 1 0.8 1.00 100 1.730303 0.4426085
## 0.3 1 0.8 1.00 150 1.726986 0.4440128
## 0.3 2 0.6 0.50 50 1.591448 0.5280511
## 0.3 2 0.6 0.50 100 1.549201 0.5530187
## 0.3 2 0.6 0.50 150 1.531361 0.5641661
## 0.3 2 0.6 0.75 50 1.537781 0.5611779
## 0.3 2 0.6 0.75 100 1.480180 0.5910035
## 0.3 2 0.6 0.75 150 1.466589 0.5985816
## 0.3 2 0.6 1.00 50 1.496832 0.5851353
## 0.3 2 0.6 1.00 100 1.433219 0.6175009
## 0.3 2 0.6 1.00 150 1.414205 0.6269456
## 0.3 2 0.8 0.50 50 1.490133 0.5878263
## 0.3 2 0.8 0.50 100 1.449251 0.6089045
## 0.3 2 0.8 0.50 150 1.443025 0.6127156
## 0.3 2 0.8 0.75 50 1.455511 0.6073892
## 0.3 2 0.8 0.75 100 1.405628 0.6317911
## 0.3 2 0.8 0.75 150 1.385141 0.6424279
## 0.3 2 0.8 1.00 50 1.429923 0.6226813
## 0.3 2 0.8 1.00 100 1.371079 0.6506566
## 0.3 2 0.8 1.00 150 1.350842 0.6606360
## 0.3 3 0.6 0.50 50 1.525983 0.5660442
## 0.3 3 0.6 0.50 100 1.512064 0.5764529
## 0.3 3 0.6 0.50 150 1.511767 0.5786082
## 0.3 3 0.6 0.75 50 1.460751 0.6026519
## 0.3 3 0.6 0.75 100 1.443390 0.6119718
## 0.3 3 0.6 0.75 150 1.431573 0.6188216
## 0.3 3 0.6 1.00 50 1.435970 0.6175881
## 0.3 3 0.6 1.00 100 1.408678 0.6305943
## 0.3 3 0.6 1.00 150 1.396048 0.6370111
## 0.3 3 0.8 0.50 50 1.449673 0.6089051
## 0.3 3 0.8 0.50 100 1.442142 0.6149162
## 0.3 3 0.8 0.50 150 1.438970 0.6175334
## 0.3 3 0.8 0.75 50 1.376749 0.6477161
## 0.3 3 0.8 0.75 100 1.351803 0.6597537
## 0.3 3 0.8 0.75 150 1.345506 0.6630532
## 0.3 3 0.8 1.00 50 1.333969 0.6696977
## 0.3 3 0.8 1.00 100 1.308712 0.6803577
## 0.3 3 0.8 1.00 150 1.297804 0.6856581
## 0.4 1 0.6 0.50 50 1.780401 0.4094105
## 0.4 1 0.6 0.50 100 1.782123 0.4100488
## 0.4 1 0.6 0.50 150 1.790520 0.4075727
## 0.4 1 0.6 0.75 50 1.753863 0.4267529
## 0.4 1 0.6 0.75 100 1.749812 0.4299756
## 0.4 1 0.6 0.75 150 1.759478 0.4256722
## 0.4 1 0.6 1.00 50 1.751721 0.4301258
## 0.4 1 0.6 1.00 100 1.734079 0.4395489
## 0.4 1 0.6 1.00 150 1.737528 0.4378088
## 0.4 1 0.8 0.50 50 1.776309 0.4119399
## 0.4 1 0.8 0.50 100 1.775006 0.4162504
## 0.4 1 0.8 0.50 150 1.795567 0.4067783
## 0.4 1 0.8 0.75 50 1.751347 0.4278157
## 0.4 1 0.8 0.75 100 1.749262 0.4305849
## 0.4 1 0.8 0.75 150 1.758047 0.4269730
## 0.4 1 0.8 1.00 50 1.741779 0.4364808
## 0.4 1 0.8 1.00 100 1.726614 0.4443853
## 0.4 1 0.8 1.00 150 1.734424 0.4397469
## 0.4 2 0.6 0.50 50 1.588403 0.5295891
## 0.4 2 0.6 0.50 100 1.562333 0.5489178
## 0.4 2 0.6 0.50 150 1.552538 0.5578325
## 0.4 2 0.6 0.75 50 1.529832 0.5638468
## 0.4 2 0.6 0.75 100 1.496433 0.5835851
## 0.4 2 0.6 0.75 150 1.480598 0.5928108
## 0.4 2 0.6 1.00 50 1.465729 0.6004284
## 0.4 2 0.6 1.00 100 1.426254 0.6205918
## 0.4 2 0.6 1.00 150 1.417246 0.6255790
## 0.4 2 0.8 0.50 50 1.504205 0.5784143
## 0.4 2 0.8 0.50 100 1.468652 0.6005598
## 0.4 2 0.8 0.50 150 1.478310 0.5985876
## 0.4 2 0.8 0.75 50 1.451389 0.6069728
## 0.4 2 0.8 0.75 100 1.414265 0.6268493
## 0.4 2 0.8 0.75 150 1.403745 0.6336628
## 0.4 2 0.8 1.00 50 1.423467 0.6233814
## 0.4 2 0.8 1.00 100 1.394141 0.6378766
## 0.4 2 0.8 1.00 150 1.376502 0.6475543
## 0.4 3 0.6 0.50 50 1.575105 0.5407609
## 0.4 3 0.6 0.50 100 1.594194 0.5379115
## 0.4 3 0.6 0.50 150 1.585924 0.5450853
## 0.4 3 0.6 0.75 50 1.494540 0.5845088
## 0.4 3 0.6 0.75 100 1.490589 0.5886387
## 0.4 3 0.6 0.75 150 1.490216 0.5902684
## 0.4 3 0.6 1.00 50 1.458879 0.6036077
## 0.4 3 0.6 1.00 100 1.444752 0.6115767
## 0.4 3 0.6 1.00 150 1.442583 0.6131811
## 0.4 3 0.8 0.50 50 1.481000 0.5955412
## 0.4 3 0.8 0.50 100 1.478078 0.6006215
## 0.4 3 0.8 0.50 150 1.489869 0.5964994
## 0.4 3 0.8 0.75 50 1.389075 0.6397878
## 0.4 3 0.8 0.75 100 1.378816 0.6463377
## 0.4 3 0.8 0.75 150 1.378387 0.6477609
## 0.4 3 0.8 1.00 50 1.356408 0.6567389
## 0.4 3 0.8 1.00 100 1.336627 0.6670057
## 0.4 3 0.8 1.00 150 1.332214 0.6695473
## MAE
## 1.3689521
## 1.3466044
## 1.3487708
## 1.3549519
## 1.3345292
## 1.3329552
## 1.3497564
## 1.3229972
## 1.3165983
## 1.3634334
## 1.3528949
## 1.3515875
## 1.3452274
## 1.3303438
## 1.3311735
## 1.3420177
## 1.3212133
## 1.3175297
## 1.2134555
## 1.1775389
## 1.1619756
## 1.1628984
## 1.1175717
## 1.1070978
## 1.1285625
## 1.0738484
## 1.0565505
## 1.1291555
## 1.1008430
## 1.0952483
## 1.0991109
## 1.0556332
## 1.0395938
## 1.0737074
## 1.0263054
## 1.0091135
## 1.1441172
## 1.1337504
## 1.1303543
## 1.0954417
## 1.0767506
## 1.0668174
## 1.0652488
## 1.0394608
## 1.0286806
## 1.0797781
## 1.0725289
## 1.0717374
## 1.0256232
## 0.9978685
## 0.9938568
## 0.9895207
## 0.9669328
## 0.9563590
## 1.3645869
## 1.3602746
## 1.3674072
## 1.3452086
## 1.3355145
## 1.3449561
## 1.3397126
## 1.3221918
## 1.3250450
## 1.3637876
## 1.3607044
## 1.3720517
## 1.3422105
## 1.3339150
## 1.3377088
## 1.3328799
## 1.3179057
## 1.3231547
## 1.1958431
## 1.1781057
## 1.1724175
## 1.1512012
## 1.1273724
## 1.1151185
## 1.0949927
## 1.0652594
## 1.0572585
## 1.1307443
## 1.1118559
## 1.1143021
## 1.0938682
## 1.0655095
## 1.0538641
## 1.0702802
## 1.0434044
## 1.0308053
## 1.1939293
## 1.2098582
## 1.2048390
## 1.1148305
## 1.1121906
## 1.1111841
## 1.0832882
## 1.0736503
## 1.0708350
## 1.1092985
## 1.1133803
## 1.1209077
## 1.0336241
## 1.0262479
## 1.0248146
## 1.0039361
## 0.9848473
## 0.9797892
##
## Tuning parameter 'gamma' was held constant at a value of 0
## Tuning
## parameter 'min_child_weight' was held constant at a value of 1
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were nrounds = 150, max_depth = 3, eta
## = 0.3, gamma = 0, colsample_bytree = 0.8, min_child_weight = 1 and subsample
## = 1.
#0.6451429
xgb_expanded
## eXtreme Gradient Boosting
##
## 1252 samples
## 12 predictor
##
## No pre-processing
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1004, 1001, 1000, 1001, 1001, ...
## Resampling results across tuning parameters:
##
## eta max_depth colsample_bytree subsample nrounds RMSE Rsquared
## 0.3 1 0.6 0.50 50 1.0441266 0.8024056
## 0.3 1 0.6 0.50 100 0.9159030 0.8448593
## 0.3 1 0.6 0.50 150 0.8646335 0.8611296
## 0.3 1 0.6 0.75 50 1.0525166 0.8011201
## 0.3 1 0.6 0.75 100 0.9212099 0.8441975
## 0.3 1 0.6 0.75 150 0.8686760 0.8602217
## 0.3 1 0.6 1.00 50 1.0505356 0.8067193
## 0.3 1 0.6 1.00 100 0.9190017 0.8474204
## 0.3 1 0.6 1.00 150 0.8645907 0.8633542
## 0.3 1 0.8 0.50 50 1.0228845 0.8094661
## 0.3 1 0.8 0.50 100 0.9010909 0.8493721
## 0.3 1 0.8 0.50 150 0.8535939 0.8643164
## 0.3 1 0.8 0.75 50 1.0312052 0.8103236
## 0.3 1 0.8 0.75 100 0.8987737 0.8519439
## 0.3 1 0.8 0.75 150 0.8502864 0.8660033
## 0.3 1 0.8 1.00 50 1.0397473 0.8115883
## 0.3 1 0.8 1.00 100 0.9057636 0.8524699
## 0.3 1 0.8 1.00 150 0.8560998 0.8661793
## 0.3 2 0.6 0.50 50 0.7533503 0.8944919
## 0.3 2 0.6 0.50 100 0.7160175 0.9045389
## 0.3 2 0.6 0.50 150 0.7083342 0.9065278
## 0.3 2 0.6 0.75 50 0.7264400 0.9025374
## 0.3 2 0.6 0.75 100 0.6801353 0.9139113
## 0.3 2 0.6 0.75 150 0.6722246 0.9158173
## 0.3 2 0.6 1.00 50 0.7313541 0.9016603
## 0.3 2 0.6 1.00 100 0.6797597 0.9142790
## 0.3 2 0.6 1.00 150 0.6687164 0.9170005
## 0.3 2 0.8 0.50 50 0.7319818 0.9004814
## 0.3 2 0.8 0.50 100 0.6961199 0.9099088
## 0.3 2 0.8 0.50 150 0.6847078 0.9130571
## 0.3 2 0.8 0.75 50 0.7213741 0.9036028
## 0.3 2 0.8 0.75 100 0.6731439 0.9159207
## 0.3 2 0.8 0.75 150 0.6649207 0.9178553
## 0.3 2 0.8 1.00 50 0.7146529 0.9053285
## 0.3 2 0.8 1.00 100 0.6687403 0.9166270
## 0.3 2 0.8 1.00 150 0.6575992 0.9193396
## 0.3 3 0.6 0.50 50 0.7240664 0.9024303
## 0.3 3 0.6 0.50 100 0.7131987 0.9052078
## 0.3 3 0.6 0.50 150 0.7107713 0.9058355
## 0.3 3 0.6 0.75 50 0.6885504 0.9119888
## 0.3 3 0.6 0.75 100 0.6725116 0.9159415
## 0.3 3 0.6 0.75 150 0.6685969 0.9167947
## 0.3 3 0.6 1.00 50 0.6777169 0.9150797
## 0.3 3 0.6 1.00 100 0.6585878 0.9195029
## 0.3 3 0.6 1.00 150 0.6546279 0.9203679
## 0.3 3 0.8 0.50 50 0.7082825 0.9068905
## 0.3 3 0.8 0.50 100 0.6914993 0.9113237
## 0.3 3 0.8 0.50 150 0.6912973 0.9114593
## 0.3 3 0.8 0.75 50 0.6707656 0.9163525
## 0.3 3 0.8 0.75 100 0.6559018 0.9198880
## 0.3 3 0.8 0.75 150 0.6569150 0.9197070
## 0.3 3 0.8 1.00 50 0.6680539 0.9169395
## 0.3 3 0.8 1.00 100 0.6466736 0.9220888
## 0.3 3 0.8 1.00 150 0.6451429 0.9224225
## 0.4 1 0.6 0.50 50 0.9953884 0.8170824
## 0.4 1 0.6 0.50 100 0.8938551 0.8511716
## 0.4 1 0.6 0.50 150 0.8569244 0.8632611
## 0.4 1 0.6 0.75 50 0.9848267 0.8230896
## 0.4 1 0.6 0.75 100 0.8819449 0.8556942
## 0.4 1 0.6 0.75 150 0.8417873 0.8682380
## 0.4 1 0.6 1.00 50 0.9882893 0.8245165
## 0.4 1 0.6 1.00 100 0.8815821 0.8572865
## 0.4 1 0.6 1.00 150 0.8408638 0.8694422
## 0.4 1 0.8 0.50 50 0.9782431 0.8233633
## 0.4 1 0.8 0.50 100 0.8848059 0.8543982
## 0.4 1 0.8 0.50 150 0.8451684 0.8672297
## 0.4 1 0.8 0.75 50 0.9748889 0.8264070
## 0.4 1 0.8 0.75 100 0.8745053 0.8581215
## 0.4 1 0.8 0.75 150 0.8368304 0.8696936
## 0.4 1 0.8 1.00 50 0.9794170 0.8277610
## 0.4 1 0.8 1.00 100 0.8735253 0.8601331
## 0.4 1 0.8 1.00 150 0.8337378 0.8716870
## 0.4 2 0.6 0.50 50 0.7772829 0.8878615
## 0.4 2 0.6 0.50 100 0.7371162 0.8993456
## 0.4 2 0.6 0.50 150 0.7356040 0.8999017
## 0.4 2 0.6 0.75 50 0.7225401 0.9027465
## 0.4 2 0.6 0.75 100 0.6971152 0.9094899
## 0.4 2 0.6 0.75 150 0.6947718 0.9104030
## 0.4 2 0.6 1.00 50 0.7167757 0.9045719
## 0.4 2 0.6 1.00 100 0.6897456 0.9116828
## 0.4 2 0.6 1.00 150 0.6839419 0.9130764
## 0.4 2 0.8 0.50 50 0.7525844 0.8945567
## 0.4 2 0.8 0.50 100 0.7274797 0.9015672
## 0.4 2 0.8 0.50 150 0.7300279 0.9009869
## 0.4 2 0.8 0.75 50 0.7273990 0.9017294
## 0.4 2 0.8 0.75 100 0.6991822 0.9090698
## 0.4 2 0.8 0.75 150 0.6960792 0.9099601
## 0.4 2 0.8 1.00 50 0.7119209 0.9056590
## 0.4 2 0.8 1.00 100 0.6853019 0.9126313
## 0.4 2 0.8 1.00 150 0.6805715 0.9138720
## 0.4 3 0.6 0.50 50 0.7428051 0.8976514
## 0.4 3 0.6 0.50 100 0.7458630 0.8970839
## 0.4 3 0.6 0.50 150 0.7511958 0.8957797
## 0.4 3 0.6 0.75 50 0.7170148 0.9041102
## 0.4 3 0.6 0.75 100 0.7110699 0.9056572
## 0.4 3 0.6 0.75 150 0.7112057 0.9057006
## 0.4 3 0.6 1.00 50 0.6895542 0.9114910
## 0.4 3 0.6 1.00 100 0.6782858 0.9143106
## 0.4 3 0.6 1.00 150 0.6784324 0.9142694
## 0.4 3 0.8 0.50 50 0.7452563 0.8964134
## 0.4 3 0.8 0.50 100 0.7471978 0.8961822
## 0.4 3 0.8 0.50 150 0.7513341 0.8952358
## 0.4 3 0.8 0.75 50 0.6983474 0.9088815
## 0.4 3 0.8 0.75 100 0.6945805 0.9101332
## 0.4 3 0.8 0.75 150 0.6975638 0.9093915
## 0.4 3 0.8 1.00 50 0.6744500 0.9154122
## 0.4 3 0.8 1.00 100 0.6675611 0.9170827
## 0.4 3 0.8 1.00 150 0.6696170 0.9165933
## MAE
## 0.8124668
## 0.7039927
## 0.6617083
## 0.8176001
## 0.7080357
## 0.6648967
## 0.8186699
## 0.7078801
## 0.6616728
## 0.7938826
## 0.6939992
## 0.6540821
## 0.8034160
## 0.6923138
## 0.6510169
## 0.8084072
## 0.6953064
## 0.6536736
## 0.5720522
## 0.5377190
## 0.5324118
## 0.5536999
## 0.5117937
## 0.5038828
## 0.5570988
## 0.5133423
## 0.5053617
## 0.5565333
## 0.5242394
## 0.5159794
## 0.5458311
## 0.5065785
## 0.4998460
## 0.5405913
## 0.5014129
## 0.4916428
## 0.5408144
## 0.5303384
## 0.5315289
## 0.5168256
## 0.5056339
## 0.5023902
## 0.5055141
## 0.4912235
## 0.4887052
## 0.5252438
## 0.5140818
## 0.5125053
## 0.4988291
## 0.4871618
## 0.4889757
## 0.4960833
## 0.4796787
## 0.4780368
## 0.7692411
## 0.6828801
## 0.6507334
## 0.7625365
## 0.6756099
## 0.6426046
## 0.7637336
## 0.6732484
## 0.6409987
## 0.7580586
## 0.6768105
## 0.6462750
## 0.7541193
## 0.6682980
## 0.6379431
## 0.7549539
## 0.6662488
## 0.6340023
## 0.5923970
## 0.5585940
## 0.5551196
## 0.5484796
## 0.5269866
## 0.5263256
## 0.5438063
## 0.5196042
## 0.5143195
## 0.5678919
## 0.5474773
## 0.5485656
## 0.5497588
## 0.5242830
## 0.5229398
## 0.5409311
## 0.5170653
## 0.5124334
## 0.5615049
## 0.5643970
## 0.5708492
## 0.5324451
## 0.5286112
## 0.5286108
## 0.5150916
## 0.5067104
## 0.5064989
## 0.5557369
## 0.5613348
## 0.5652968
## 0.5187471
## 0.5157692
## 0.5183290
## 0.5008645
## 0.4975982
## 0.4997310
##
## Tuning parameter 'gamma' was held constant at a value of 0
## Tuning
## parameter 'min_child_weight' was held constant at a value of 1
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were nrounds = 150, max_depth = 3, eta
## = 0.3, gamma = 0, colsample_bytree = 0.8, min_child_weight = 1 and subsample
## = 1.
plot(xgb_base)
plot(xgb_expanded)
predict(xgb_expanded, viz_grid_expanded)
## [1] 5.558348656 4.512112617 2.996783972 2.209181786 1.830870390
## [6] 1.329952002 0.654899836 0.327762663 0.237491518 0.258595377
## [11] 0.258595377 0.024089297 0.024089297 -0.150666758 -0.150666758
## [16] -0.150666758 -0.150666758 -0.150666758 -0.184456065 -0.184456065
## [21] -0.184456065 -0.184456065 -0.184456065 -0.184456065 -0.184456065
## [26] -0.184456065 -0.184456065 -0.184456065 -0.184456065 -0.184456065
## [31] -0.184456065 -0.184456065 -0.225358307 -0.289224207 -0.289224207
## [36] -0.458807558 -0.458807558 -0.453301549 -0.453301549 -0.453301549
## [41] -0.553630412 -0.458744347 -0.458744347 -0.458744347 -0.437184662
## [46] -0.308695674 -0.190209374 -0.066803142 -0.066803142 -0.156231463
## [51] 0.424617469 0.777861774 0.915260375 0.915260375 0.928555548
## [56] 0.928555548 1.249068618 1.249068618 1.249068618 1.249068618
## [61] 1.249068618 1.249068618 1.316102386 1.316102386 1.316102386
## [66] 1.316102386 1.316102386 1.316102386 1.316102386 1.508695722
## [71] 1.508695722 1.508695722 1.508695722 1.535284400 1.794668794
## [76] 2.068836927 2.068836927 2.068836927 2.068836927 2.068836927
## [81] 2.068836927 2.068836927 2.068836927 2.068836927 2.068836927
## [86] 2.068836927 2.068836927 1.980165958 1.980165958 1.980165958
## [91] 2.155630112 2.155630112 2.155630112 2.155630112 2.068823338
## [96] 2.443501472 2.443501472 2.443501472 2.390072346 2.390072346
## [101] 2.390072346 5.114428520 4.068191528 2.552862883 1.765260696
## [106] 1.386949301 0.886031687 0.210978329 -0.116158381 -0.234087914
## [111] -0.212984011 -0.212984011 -0.447490036 -0.447490036 -0.622245789
## [116] -0.622245789 -0.622245789 -0.622245789 -0.622245789 -0.656035066
## [121] -0.656035066 -0.656035066 -0.656035066 -0.656035066 -0.656035066
## [126] -0.656035066 -0.656035066 -0.656035066 -0.656035066 -0.656035066
## [131] -0.656035066 -0.656035066 -0.656035066 -0.696937323 -0.760803282
## [136] -0.760803282 -0.930386543 -0.930386543 -0.924880505 -0.924880505
## [141] -0.924880505 -1.025209427 -0.930323303 -0.930323303 -0.930323303
## [146] -0.908763707 -0.780274749 -0.661788464 -0.565552890 -0.565552890
## [151] -0.601894796 -0.021046253 0.277222574 0.414621115 0.414621115
## [156] 0.427916288 0.427916288 0.748430431 0.748430431 0.748430431
## [161] 0.748430431 0.748430431 0.748430431 0.748430431 0.748430431
## [166] 0.748430431 0.748430431 0.748430431 0.748430431 0.748430431
## [171] 0.941023648 0.941023648 0.941023648 0.941023648 0.967612267
## [176] 1.226996303 1.501165867 1.501165867 1.501165867 1.501165867
## [181] 1.501165867 1.501165867 1.501165867 1.501165867 1.501165867
## [186] 1.501165867 1.501165867 1.501165867 1.412494421 1.412494421
## [191] 1.412494421 1.587958694 1.587958694 1.587958694 1.587958694
## [196] 1.501151919 1.875830293 1.875830293 1.875830293 1.822401285
## [201] 1.822401285 1.822401285 5.200084209 4.153848171 2.285611153
## [206] 1.498008370 0.861260712 0.360341996 -0.314710885 -0.641847014
## [211] -0.759776592 -0.738672853 -0.738672853 -0.973179042 -0.973179042
## [216] -1.147935867 -1.147935867 -1.147935867 -1.147935867 -1.147935867
## [221] -1.181725025 -1.181725025 -1.181725025 -1.181725025 -1.181725025
## [226] -1.181725025 -1.181725025 -1.181725025 -1.181725025 -1.181725025
## [231] -1.181725025 -1.181725025 -1.181725025 -1.181725025 -1.222627163
## [236] -1.286493063 -1.286493063 -1.456076503 -1.456076503 -1.450570583
## [241] -1.450570583 -1.450570583 -1.550899386 -1.456013322 -1.456013322
## [246] -1.456013322 -1.434453487 -1.305964589 -1.187477946 -1.091242671
## [251] -1.091242671 -1.127584100 -0.546735048 -0.248466641 -0.248466641
## [256] -0.248466641 -0.235171437 -0.235171437 0.085342154 0.085342154
## [261] 0.085342154 0.085342154 0.085342154 0.085342154 0.085342154
## [266] 0.085342154 0.085342154 0.085342154 0.085342154 0.085342154
## [271] 0.085342154 0.277935445 0.277935445 0.277935445 0.277935445
## [276] 0.304524183 0.563909173 0.838078618 0.838078618 0.838078618
## [281] 0.838078618 0.838078618 0.838078618 0.838078618 0.838078618
## [286] 0.838078618 0.838078618 0.838078618 0.838078618 0.749407172
## [291] 0.749407172 0.749407172 0.924871385 0.924871385 0.924871385
## [296] 0.924871385 0.838064611 1.212742567 1.212742567 1.212742567
## [301] 1.159313560 1.159313560 1.159313560 5.195597649 4.149361610
## [306] 2.244328499 1.456725717 0.819977880 0.319059253 -0.355993688
## [311] -0.683129847 -0.801059365 -0.779955626 -0.779955626 -1.014462233
## [316] -1.014462233 -1.189218521 -1.189218521 -1.189218521 -1.189218521
## [321] -1.189218521 -1.223007917 -1.223007917 -1.223007917 -1.223007917
## [326] -1.223007917 -1.223007917 -1.223007917 -1.223007917 -1.223007917
## [331] -1.223007917 -1.223007917 -1.223007917 -1.223007917 -1.223007917
## [336] -1.263910055 -1.327775955 -1.327775955 -1.497359395 -1.497359395
## [341] -1.491853476 -1.491853476 -1.491853476 -1.592182279 -1.497296214
## [346] -1.497296214 -1.497296214 -1.475736380 -1.347247243 -1.228760839
## [351] -1.132525563 -1.132525563 -1.168866992 -0.588017881 -0.289749473
## [356] -0.289749473 -0.289749473 -0.276454300 -0.276454300 0.044059370
## [361] 0.044059370 0.023335150 0.023335150 0.023335150 0.023335150
## [366] 0.023335150 0.023335150 0.023335150 0.023335150 0.023335150
## [371] 0.023335150 0.023335150 0.215928435 0.215928435 0.215928435
## [376] 0.215928435 0.242517114 0.501901865 0.776071608 0.776071608
## [381] 0.776071608 0.776071608 0.776071608 0.776071608 0.776071608
## [386] 0.776071608 0.776071608 0.776071608 0.776071608 0.776071608
## [391] 0.687400162 0.687400162 0.687400162 0.862864375 0.862864375
## [396] 0.862864375 0.862864375 0.776057601 1.150735736 1.150735736
## [401] 1.150735736 1.097306728 1.097306728 1.097306728 5.250119686
## [406] 4.203883648 2.298850775 1.511247754 0.874500036 0.373581380
## [411] -0.301471502 -0.628607810 -0.746537328 -0.725433588 -0.725433588
## [416] -0.959939599 -0.959939599 -1.134696484 -1.134696484 -1.134696484
## [421] -1.134696484 -1.134696484 -1.168485641 -1.168485641 -1.168485641
## [426] -1.168485641 -1.168485641 -1.168485641 -1.168485641 -1.168485641
## [431] -1.168485641 -1.168485641 -1.168485641 -1.168485641 -1.168485641
## [436] -1.168485641 -1.209387779 -1.273253679 -1.273253679 -1.442837119
## [441] -1.442837119 -1.437331200 -1.437331200 -1.437331200 -1.537660003
## [446] -1.442773938 -1.442773938 -1.442773938 -1.389987588 -1.261498690
## [451] -1.143012285 -1.046776772 -1.046776772 -1.083118439 -0.502269268
## [456] -0.235227332 -0.235227332 -0.235227332 -0.221932143 -0.221932143
## [461] 0.098581508 0.098581508 0.077857271 0.077857271 0.077857271
## [466] 0.077857271 0.077857271 0.077857271 0.077857271 0.077857271
## [471] 0.077857271 0.077857271 0.077857271 0.270450592 0.270450592
## [476] 0.270450592 0.270450592 0.434701622 0.694086671 0.968256116
## [481] 0.968256116 0.968256116 0.968256116 0.968256116 0.968256116
## [486] 0.968256116 0.968256116 0.968256116 0.968256116 0.968256116
## [491] 0.968256116 0.879584670 0.879584670 0.879584670 1.055048823
## [496] 1.055048823 1.055048823 1.055048823 0.968242347 1.342920423
## [501] 1.342920423 1.342920423 1.289491415 1.289491415 1.289491415
## [506] 5.228161812 4.181925774 2.276892424 1.489290118 0.852542222
## [511] 0.351623535 -0.323429346 -0.650565624 -0.768495202 -0.747391462
## [516] -0.747391462 -0.981897831 -0.925957143 -1.100713491 -1.100713491
## [521] -1.100713491 -1.100713491 -1.100713491 -1.134502888 -1.134502888
## [526] -1.134502888 -1.134502888 -1.134502888 -1.134502888 -1.134502888
## [531] -1.134502888 -1.134502888 -1.134502888 -1.134502888 -1.134502888
## [536] -1.134502888 -1.134502888 -1.175405025 -1.239270926 -1.239270926
## [541] -1.408854365 -1.408854365 -1.403348446 -1.403348446 -1.403348446
## [546] -1.503677249 -1.408791184 -1.408791184 -1.408791184 -1.356004834
## [551] -1.227515936 -1.109029531 -1.012794018 -1.012794018 -1.049135804
## [556] -0.468286604 -0.201244533 -0.201244533 -0.201244533 -0.187949345
## [561] -0.187949345 0.132564262 0.132564262 0.111840039 0.111840039
## [566] 0.111840039 0.111840039 0.111840039 0.111840039 0.111840039
## [571] 0.111840039 0.111840039 0.111840039 0.111840039 0.304433316
## [576] 0.304433316 0.304433316 0.304433316 0.468684375 0.728069365
## [581] 1.002238870 1.002238870 1.002238870 1.002238870 1.002238870
## [586] 1.002238870 1.002238870 1.002238870 1.002238870 1.002238870
## [591] 1.002238870 1.002238870 0.913567424 0.913567424 0.913567424
## [596] 1.089031458 1.089031458 1.089031458 1.089031458 1.002224922
## [601] 1.376903176 1.376903176 1.376903176 1.323474169 1.323474169
## [606] 1.323474169 5.399782658 4.353546619 2.986323595 2.198721409
## [611] 1.820410013 1.319491625 0.644439459 0.317302316 0.227031171
## [616] 0.248134971 0.248134971 0.013628952 0.013628952 -0.161127105
## [621] -0.161127105 -0.161127105 -0.161127105 -0.161127105 -0.194916412
## [626] -0.194916412 -0.194916412 -0.194916412 -0.194916412 -0.194916412
## [631] -0.194916412 -0.194916412 -0.194916412 -0.194916412 -0.194916412
## [636] -0.194916412 -0.194916412 -0.194916412 -0.235818654 -0.299684554
## [641] -0.299684554 -0.469267905 -0.469267905 -0.463761896 -0.463761896
## [646] -0.463761896 -0.564090788 -0.469204694 -0.469204694 -0.469204694
## [651] -0.447645009 -0.319156021 -0.200669721 -0.077263489 -0.077263489
## [656] -0.156231463 0.424617469 0.777861774 0.915260375 0.915260375
## [661] 0.928555548 0.928555548 1.249068618 1.249068618 1.249068618
## [666] 1.249068618 1.249068618 1.249068618 1.316102386 1.316102386
## [671] 1.316102386 1.316102386 1.316102386 1.316102386 1.316102386
## [676] 1.508695722 1.508695722 1.508695722 1.508695722 1.535284400
## [681] 1.794668794 2.068836927 2.068836927 2.068836927 2.068836927
## [686] 2.068836927 2.068836927 2.068836927 2.068836927 2.068836927
## [691] 2.068836927 2.068836927 2.068836927 1.980165958 1.980165958
## [696] 1.980165958 2.155630112 2.155630112 2.155630112 2.155630112
## [701] 2.068823338 2.443501472 2.443501472 2.443501472 2.390072346
## [706] 2.390072346 2.390072346 4.955862522 3.909626722 2.542402506
## [711] 1.754800320 1.376488924 0.875571311 0.200517982 -0.126618713
## [716] -0.244548261 -0.223444358 -0.223444358 -0.457950383 -0.457950383
## [721] -0.632706165 -0.632706165 -0.632706165 -0.632706165 -0.632706165
## [726] -0.666495442 -0.666495442 -0.666495442 -0.666495442 -0.666495442
## [731] -0.666495442 -0.666495442 -0.666495442 -0.666495442 -0.666495442
## [736] -0.666495442 -0.666495442 -0.666495442 -0.666495442 -0.707397699
## [741] -0.771263659 -0.771263659 -0.940846920 -0.940846920 -0.935340881
## [746] -0.935340881 -0.935340881 -1.035669804 -0.940783679 -0.940783679
## [751] -0.940783679 -0.919224083 -0.790735126 -0.672248840 -0.576013267
## [756] -0.576013267 -0.601894796 -0.021046253 0.277222574 0.414621115
## [761] 0.414621115 0.427916288 0.427916288 0.748430431 0.748430431
## [766] 0.748430431 0.748430431 0.748430431 0.748430431 0.748430431
## [771] 0.748430431 0.748430431 0.748430431 0.748430431 0.748430431
## [776] 0.748430431 0.941023648 0.941023648 0.941023648 0.941023648
## [781] 0.967612267 1.226996303 1.501165867 1.501165867 1.501165867
## [786] 1.501165867 1.501165867 1.501165867 1.501165867 1.501165867
## [791] 1.501165867 1.501165867 1.501165867 1.501165867 1.412494421
## [796] 1.412494421 1.412494421 1.587958694 1.587958694 1.587958694
## [801] 1.587958694 1.501151919 1.875830293 1.875830293 1.875830293
## [806] 1.822401285 1.822401285 1.822401285 5.041518211 3.995282412
## [811] 2.275150776 1.487547994 0.850800335 0.349881649 -0.325171232
## [816] -0.652307391 -0.770236969 -0.749133229 -0.749133229 -0.983639419
## [821] -0.983639419 -1.158396244 -1.158396244 -1.158396244 -1.158396244
## [826] -1.158396244 -1.192185402 -1.192185402 -1.192185402 -1.192185402
## [831] -1.192185402 -1.192185402 -1.192185402 -1.192185402 -1.192185402
## [836] -1.192185402 -1.192185402 -1.192185402 -1.192185402 -1.192185402
## [841] -1.233087540 -1.296953440 -1.296953440 -1.466536880 -1.466536880
## [846] -1.461030960 -1.461030960 -1.461030960 -1.561359763 -1.466473699
## [851] -1.466473699 -1.466473699 -1.444913864 -1.316424966 -1.197938323
## [856] -1.101703048 -1.101703048 -1.127584100 -0.546735048 -0.248466641
## [861] -0.248466641 -0.248466641 -0.235171437 -0.235171437 0.085342154
## [866] 0.085342154 0.085342154 0.085342154 0.085342154 0.085342154
## [871] 0.085342154 0.085342154 0.085342154 0.085342154 0.085342154
## [876] 0.085342154 0.085342154 0.277935445 0.277935445 0.277935445
## [881] 0.277935445 0.304524183 0.563909173 0.838078618 0.838078618
## [886] 0.838078618 0.838078618 0.838078618 0.838078618 0.838078618
## [891] 0.838078618 0.838078618 0.838078618 0.838078618 0.838078618
## [896] 0.749407172 0.749407172 0.749407172 0.924871385 0.924871385
## [901] 0.924871385 0.924871385 0.838064611 1.212742567 1.212742567
## [906] 1.212742567 1.159313560 1.159313560 1.159313560 5.037031651
## [911] 3.990795851 2.233868122 1.446265340 0.809517503 0.308598906
## [916] -0.366454035 -0.693590224 -0.811519742 -0.790416002 -0.790416002
## [921] -1.024922609 -1.024922609 -1.199678898 -1.199678898 -1.199678898
## [926] -1.199678898 -1.199678898 -1.233468294 -1.233468294 -1.233468294
## [931] -1.233468294 -1.233468294 -1.233468294 -1.233468294 -1.233468294
## [936] -1.233468294 -1.233468294 -1.233468294 -1.233468294 -1.233468294
## [941] -1.233468294 -1.274370432 -1.338236332 -1.338236332 -1.507819772
## [946] -1.507819772 -1.502313852 -1.502313852 -1.502313852 -1.602642655
## [951] -1.507756591 -1.507756591 -1.507756591 -1.486196756 -1.357707620
## [956] -1.239221215 -1.142985940 -1.142985940 -1.168866992 -0.588017881
## [961] -0.289749473 -0.289749473 -0.289749473 -0.276454300 -0.276454300
## [966] 0.044059370 0.044059370 0.023335150 0.023335150 0.023335150
## [971] 0.023335150 0.023335150 0.023335150 0.023335150 0.023335150
## [976] 0.023335150 0.023335150 0.023335150 0.215928435 0.215928435
## [981] 0.215928435 0.215928435 0.242517114 0.501901865 0.776071608
## [986] 0.776071608 0.776071608 0.776071608 0.776071608 0.776071608
## [991] 0.776071608 0.776071608 0.776071608 0.776071608 0.776071608
## [996] 0.776071608 0.687400162 0.687400162 0.687400162 0.862864375
## [1001] 0.862864375 0.862864375 0.862864375 0.776057601 1.150735736
## [1006] 1.150735736 1.150735736 1.097306728 1.097306728 1.097306728
## [1011] 5.091553688 4.045317650 2.288390398 1.500787377 0.864039660
## [1016] 0.363121033 -0.311931849 -0.639068186 -0.756997705 -0.735893965
## [1021] -0.735893965 -0.970399976 -0.970399976 -1.145156860 -1.145156860
## [1026] -1.145156860 -1.145156860 -1.145156860 -1.178946018 -1.178946018
## [1031] -1.178946018 -1.178946018 -1.178946018 -1.178946018 -1.178946018
## [1036] -1.178946018 -1.178946018 -1.178946018 -1.178946018 -1.178946018
## [1041] -1.178946018 -1.178946018 -1.219848156 -1.283714056 -1.283714056
## [1046] -1.453297496 -1.453297496 -1.447791576 -1.447791576 -1.447791576
## [1051] -1.548120379 -1.453234315 -1.453234315 -1.453234315 -1.400447965
## [1056] -1.271959066 -1.153472662 -1.057237148 -1.057237148 -1.083118439
## [1061] -0.502269268 -0.235227332 -0.235227332 -0.235227332 -0.221932143
## [1066] -0.221932143 0.098581508 0.098581508 0.077857271 0.077857271
## [1071] 0.077857271 0.077857271 0.077857271 0.077857271 0.077857271
## [1076] 0.077857271 0.077857271 0.077857271 0.077857271 0.270450592
## [1081] 0.270450592 0.270450592 0.270450592 0.434701622 0.694086671
## [1086] 0.968256116 0.968256116 0.968256116 0.968256116 0.968256116
## [1091] 0.968256116 0.968256116 0.968256116 0.968256116 0.968256116
## [1096] 0.968256116 0.968256116 0.879584670 0.879584670 0.879584670
## [1101] 1.055048823 1.055048823 1.055048823 1.055048823 0.968242347
## [1106] 1.342920423 1.342920423 1.342920423 1.289491415 1.289491415
## [1111] 1.289491415 5.069595814 4.023359776 2.266432047 1.478829741
## [1116] 0.842081845 0.341163188 -0.333889693 -0.661026001 -0.778955579
## [1121] -0.757851839 -0.757851839 -0.992358208 -0.936417520 -1.111173868
## [1126] -1.111173868 -1.111173868 -1.111173868 -1.111173868 -1.144963264
## [1131] -1.144963264 -1.144963264 -1.144963264 -1.144963264 -1.144963264
## [1136] -1.144963264 -1.144963264 -1.144963264 -1.144963264 -1.144963264
## [1141] -1.144963264 -1.144963264 -1.144963264 -1.185865402 -1.249731302
## [1146] -1.249731302 -1.419314742 -1.419314742 -1.413808823 -1.413808823
## [1151] -1.413808823 -1.514137626 -1.419251561 -1.419251561 -1.419251561
## [1156] -1.366465211 -1.237976313 -1.119489908 -1.023254395 -1.023254395
## [1161] -1.049135804 -0.468286604 -0.201244533 -0.201244533 -0.201244533
## [1166] -0.187949345 -0.187949345 0.132564262 0.132564262 0.111840039
## [1171] 0.111840039 0.111840039 0.111840039 0.111840039 0.111840039
## [1176] 0.111840039 0.111840039 0.111840039 0.111840039 0.111840039
## [1181] 0.304433316 0.304433316 0.304433316 0.304433316 0.468684375
## [1186] 0.728069365 1.002238870 1.002238870 1.002238870 1.002238870
## [1191] 1.002238870 1.002238870 1.002238870 1.002238870 1.002238870
## [1196] 1.002238870 1.002238870 1.002238870 0.913567424 0.913567424
## [1201] 0.913567424 1.089031458 1.089031458 1.089031458 1.089031458
## [1206] 1.002224922 1.376903176 1.376903176 1.376903176 1.323474169
## [1211] 1.323474169 1.323474169 5.533156872 4.486920834 2.971592188
## [1216] 2.183990002 1.805678606 1.304760218 0.629708052 0.302570909
## [1221] 0.212299764 0.233403623 0.233403623 -0.001102459 -0.001102459
## [1226] -0.175858513 -0.175858513 -0.175858513 -0.175858513 -0.175858513
## [1231] -0.209647819 -0.209647819 -0.209647819 -0.209647819 -0.209647819
## [1236] -0.209647819 -0.209647819 -0.209647819 -0.209647819 -0.209647819
## [1241] -0.209647819 -0.209647819 -0.209647819 -0.209647819 -0.250550091
## [1246] -0.314415962 -0.314415962 -0.483999312 -0.483999312 -0.478493333
## [1251] -0.478493333 -0.478493333 -0.578822196 -0.483936131 -0.483936131
## [1256] -0.483936131 -0.462376416 -0.333887428 -0.215401128 -0.091994897
## [1261] -0.091994897 -0.181423217 0.399425715 0.752669990 0.890068591
## [1266] 0.890068591 0.903363764 0.903363764 1.223876834 1.223876834
## [1271] 1.223876834 1.223876834 1.223876834 1.223876834 1.290910602
## [1276] 1.290910602 1.290910602 1.290910602 1.290910602 1.290910602
## [1281] 1.290910602 1.483503938 1.483503938 1.483503938 1.483503938
## [1286] 1.510092616 1.769477010 2.043645144 2.043645144 2.043645144
## [1291] 2.043645144 2.043645144 2.043645144 2.043645144 2.043645144
## [1296] 2.043645144 2.043645144 2.043645144 2.043645144 1.954974174
## [1301] 1.954974174 1.954974174 2.130438328 2.130438328 2.130438328
## [1306] 2.130438328 2.130438328 2.378531218 2.378531218 2.378531218
## [1311] 2.378531218 2.378531218 2.378531218 5.089236736 4.042999744
## [1316] 2.527671099 1.740068913 1.361757517 0.860839903 0.185786575
## [1321] -0.141350105 -0.259279668 -0.238175780 -0.238175780 -0.472681761
## [1326] -0.472681761 -0.647437572 -0.647437572 -0.647437572 -0.647437572
## [1331] -0.647437572 -0.681226850 -0.681226850 -0.681226850 -0.681226850
## [1336] -0.681226850 -0.681226850 -0.681226850 -0.681226850 -0.681226850
## [1341] -0.681226850 -0.681226850 -0.681226850 -0.681226850 -0.681226850
## [1346] -0.722129107 -0.785995066 -0.785995066 -0.955578327 -0.955578327
## [1351] -0.950072289 -0.950072289 -0.950072289 -1.050401211 -0.955515087
## [1356] -0.955515087 -0.955515087 -0.933955491 -0.805466533 -0.686980247
## [1361] -0.590744674 -0.590744674 -0.627086580 -0.046237998 0.252030849
## [1366] 0.389429361 0.389429361 0.402724534 0.402724534 0.723238647
## [1371] 0.723238647 0.723238647 0.723238647 0.723238647 0.723238647
## [1376] 0.723238647 0.723238647 0.723238647 0.723238647 0.723238647
## [1381] 0.723238647 0.723238647 0.915831864 0.915831864 0.915831864
## [1386] 0.915831864 0.942420483 1.201804519 1.475974083 1.475974083
## [1391] 1.475974083 1.475974083 1.475974083 1.475974083 1.475974083
## [1396] 1.475974083 1.475974083 1.475974083 1.475974083 1.475974083
## [1401] 1.387302637 1.387302637 1.387302637 1.562766910 1.562766910
## [1406] 1.562766910 1.562766910 1.562766910 1.810860038 1.810860038
## [1411] 1.810860038 1.810860038 1.810860038 1.810860038 5.174892426
## [1416] 4.128656387 2.260419369 1.472816586 0.836068928 0.335150242
## [1421] -0.339902639 -0.667038798 -0.784968376 -0.763864636 -0.763864636
## [1426] -0.998371124 -0.998371124 -1.173127651 -1.173127651 -1.173127651
## [1431] -1.173127651 -1.173127651 -1.206916809 -1.206916809 -1.206916809
## [1436] -1.206916809 -1.206916809 -1.206916809 -1.206916809 -1.206916809
## [1441] -1.206916809 -1.206916809 -1.206916809 -1.206916809 -1.206916809
## [1446] -1.206916809 -1.247818947 -1.311684847 -1.311684847 -1.481268287
## [1451] -1.481268287 -1.475762367 -1.475762367 -1.475762367 -1.576091170
## [1456] -1.481205106 -1.481205106 -1.481205106 -1.459645271 -1.331156373
## [1461] -1.212669730 -1.116434455 -1.116434455 -1.152775884 -0.571926832
## [1466] -0.273658395 -0.273658395 -0.273658395 -0.260363221 -0.260363221
## [1471] 0.060150400 0.060150400 0.060150400 0.060150400 0.060150400
## [1476] 0.060150400 0.060150400 0.060150400 0.060150400 0.060150400
## [1481] 0.060150400 0.060150400 0.060150400 0.252743721 0.252743721
## [1486] 0.252743721 0.252743721 0.279332429 0.538717389 0.812886834
## [1491] 0.812886834 0.812886834 0.812886834 0.812886834 0.812886834
## [1496] 0.812886834 0.812886834 0.812886834 0.812886834 0.812886834
## [1501] 0.812886834 0.724215388 0.724215388 0.724215388 0.899679601
## [1506] 0.899679601 0.899679601 0.899679601 0.899679601 1.147772312
## [1511] 1.147772312 1.147772312 1.147772312 1.147772312 1.147772312
## [1516] 5.170405865 4.124169827 2.219136715 1.431533933 0.794786096
## [1521] 0.293867499 -0.381185442 -0.708321631 -0.826251149 -0.805147409
## [1526] -0.805147409 -1.039654016 -1.039654016 -1.214410305 -1.214410305
## [1531] -1.214410305 -1.214410305 -1.214410305 -1.248199701 -1.248199701
## [1536] -1.248199701 -1.248199701 -1.248199701 -1.248199701 -1.248199701
## [1541] -1.248199701 -1.248199701 -1.248199701 -1.248199701 -1.248199701
## [1546] -1.248199701 -1.248199701 -1.289101839 -1.352967739 -1.352967739
## [1551] -1.522551179 -1.522551179 -1.517045259 -1.517045259 -1.517045259
## [1556] -1.617374063 -1.522487998 -1.522487998 -1.522487998 -1.500928164
## [1561] -1.372439027 -1.253952622 -1.157717347 -1.157717347 -1.194058776
## [1566] -0.613209665 -0.314941227 -0.314941227 -0.314941227 -0.301646054
## [1571] -0.301646054 0.018867603 0.018867603 -0.001856603 -0.001856603
## [1576] -0.001856603 -0.001856603 -0.001856603 -0.001856603 -0.001856603
## [1581] -0.001856603 -0.001856603 -0.001856603 -0.001856603 0.190736681
## [1586] 0.190736681 0.190736681 0.190736681 0.217325374 0.476710081
## [1591] 0.750879824 0.750879824 0.750879824 0.750879824 0.750879824
## [1596] 0.750879824 0.750879824 0.750879824 0.750879824 0.750879824
## [1601] 0.750879824 0.750879824 0.662208378 0.662208378 0.662208378
## [1606] 0.837672591 0.837672591 0.837672591 0.837672591 0.837672591
## [1611] 1.085765481 1.085765481 1.085765481 1.085765481 1.085765481
## [1616] 1.085765481 5.224927902 4.178691864 2.273658991 1.486055970
## [1621] 0.849308252 0.348389626 -0.326663256 -0.653799593 -0.771729112
## [1626] -0.750625372 -0.750625372 -0.985131443 -0.985131443 -1.159888268
## [1631] -1.159888268 -1.159888268 -1.159888268 -1.159888268 -1.193677425
## [1636] -1.193677425 -1.193677425 -1.193677425 -1.193677425 -1.193677425
## [1641] -1.193677425 -1.193677425 -1.193677425 -1.193677425 -1.193677425
## [1646] -1.193677425 -1.193677425 -1.193677425 -1.234579563 -1.298445463
## [1651] -1.298445463 -1.468028903 -1.468028903 -1.462522984 -1.462522984
## [1656] -1.462522984 -1.562851787 -1.467965722 -1.467965722 -1.467965722
## [1661] -1.415179372 -1.286690474 -1.168204069 -1.071968555 -1.071968555
## [1666] -1.108310223 -0.527461052 -0.260418981 -0.260418981 -0.260418981
## [1671] -0.247123837 -0.247123837 0.073389739 0.073389739 0.052665520
## [1676] 0.052665520 0.052665520 0.052665520 0.052665520 0.052665520
## [1681] 0.052665520 0.052665520 0.052665520 0.052665520 0.052665520
## [1686] 0.245258808 0.245258808 0.245258808 0.245258808 0.409509867
## [1691] 0.668894887 0.943064332 0.943064332 0.943064332 0.943064332
## [1696] 0.943064332 0.943064332 0.943064332 0.943064332 0.943064332
## [1701] 0.943064332 0.943064332 0.943064332 0.854392886 0.854392886
## [1706] 0.854392886 1.029857159 1.029857159 1.029857159 1.029857159
## [1711] 1.029857159 1.277950168 1.277950168 1.277950168 1.277950168
## [1716] 1.277950168 1.277950168 5.202970028 4.156733990 2.251700640
## [1721] 1.464098334 0.827350438 0.326431781 -0.348621100 -0.675757408
## [1726] -0.793686986 -0.772583246 -0.772583246 -1.007089853 -0.951148927
## [1731] -1.125905275 -1.125905275 -1.125905275 -1.125905275 -1.125905275
## [1736] -1.159694672 -1.159694672 -1.159694672 -1.159694672 -1.159694672
## [1741] -1.159694672 -1.159694672 -1.159694672 -1.159694672 -1.159694672
## [1746] -1.159694672 -1.159694672 -1.159694672 -1.159694672 -1.200596809
## [1751] -1.264462709 -1.264462709 -1.434046149 -1.434046149 -1.428540230
## [1756] -1.428540230 -1.428540230 -1.528869033 -1.433982968 -1.433982968
## [1761] -1.433982968 -1.381196618 -1.252707720 -1.134221315 -1.037985802
## [1766] -1.037985802 -1.074327588 -0.493478298 -0.226436287 -0.226436287
## [1771] -0.226436287 -0.213141099 -0.213141099 0.107372493 0.107372493
## [1776] 0.086648285 0.086648285 0.086648285 0.086648285 0.086648285
## [1781] 0.086648285 0.086648285 0.086648285 0.086648285 0.086648285
## [1786] 0.086648285 0.279241562 0.279241562 0.279241562 0.279241562
## [1791] 0.443492621 0.702877581 0.977047086 0.977047086 0.977047086
## [1796] 0.977047086 0.977047086 0.977047086 0.977047086 0.977047086
## [1801] 0.977047086 0.977047086 0.977047086 0.977047086 0.888375640
## [1806] 0.888375640 0.888375640 1.063839674 1.063839674 1.063839674
## [1811] 1.063839674 1.063839674 1.311932921 1.311932921 1.311932921
## [1816] 1.311932921 1.311932921 1.311932921 5.146667957 4.100430965
## [1821] 2.585100889 1.797499180 1.573209524 1.227251291 0.648974538
## [1826] 0.321837574 0.134790584 0.155894384 0.155894384 -0.078611657
## [1831] -0.078611657 -0.253367782 -0.253367782 -0.253367782 -0.253367782
## [1836] -0.253367782 -0.287157059 -0.287157059 -0.287157059 -0.287157059
## [1841] -0.287157059 -0.287157059 -0.287157059 -0.287157059 -0.287157059
## [1846] -0.287157059 -0.287157059 -0.287157059 -0.287157059 -0.287157059
## [1851] -0.328059316 -0.391925216 -0.391925216 -0.561508238 -0.561508238
## [1856] -0.556002200 -0.556002200 -0.556002200 -0.656331062 -0.561444998
## [1861] -0.561444998 -0.561444998 -0.539885402 -0.411396652 -0.292910308
## [1866] -0.169504091 -0.169504091 -0.258932352 0.321916491 0.675160646
## [1871] 0.812559247 0.812559247 0.825854421 0.825854421 1.146367669
## [1876] 1.146367669 1.146367669 1.146367669 1.146367669 1.146367669
## [1881] 1.213401437 1.213401437 1.213401437 1.213401437 1.213401437
## [1886] 1.213401437 1.213401437 1.405994773 1.405994773 1.405994773
## [1891] 1.405994773 1.432583451 1.691967845 1.966137648 1.966137648
## [1896] 1.966137648 1.966137648 1.966137648 1.966137648 1.966137648
## [1901] 1.966137648 1.966137648 1.966137648 1.966137648 1.966137648
## [1906] 1.877466202 1.877466202 1.877466202 2.052929878 2.052929878
## [1911] 2.052929878 2.052929878 1.966123223 2.340800524 2.340800524
## [1916] 2.340800524 2.287371397 2.287371397 2.287371397 4.702745914
## [1921] 3.656510830 2.141179800 1.353578329 1.129288673 0.783330679
## [1926] 0.205053225 -0.122083411 -0.336788774 -0.315684974 -0.315684974
## [1931] -0.550190747 -0.550190747 -0.724946856 -0.724946856 -0.724946856
## [1936] -0.724946856 -0.724946856 -0.758736193 -0.758736193 -0.758736193
## [1941] -0.758736193 -0.758736193 -0.758736193 -0.758736193 -0.758736193
## [1946] -0.758736193 -0.758736193 -0.758736193 -0.758736193 -0.758736193
## [1951] -0.758736193 -0.799638450 -0.863504410 -0.863504410 -1.033087850
## [1956] -1.033087850 -1.027581811 -1.027581811 -1.027581811 -1.127910614
## [1961] -1.033024549 -1.033024549 -1.033024549 -1.011464834 -0.882975876
## [1966] -0.764489472 -0.668253958 -0.668253958 -0.704595745 -0.123747185
## [1971] 0.174521536 0.311920136 0.311920136 0.325215310 0.325215310
## [1976] 0.645729303 0.645729303 0.645729303 0.645729303 0.645729303
## [1981] 0.645729303 0.645729303 0.645729303 0.645729303 0.645729303
## [1986] 0.645729303 0.645729303 0.645729303 0.838322639 0.838322639
## [1991] 0.838322639 0.838322639 0.864911258 1.124295592 1.398465157
## [1996] 1.398465157 1.398465157 1.398465157 1.398465157 1.398465157
## [2001] 1.398465157 1.398465157 1.398465157 1.398465157 1.398465157
## [2006] 1.398465157 1.309793711 1.309793711 1.309793711 1.485257983
## [2011] 1.485257983 1.485257983 1.485257983 1.398451209 1.773129582
## [2016] 1.773129582 1.773129582 1.719700575 1.719700575 1.719700575
## [2021] 4.788402557 3.742167711 1.873928905 1.086326003 0.603600025
## [2026] 0.257640988 -0.320636004 -0.647772253 -0.862477660 -0.841373920
## [2031] -0.841373920 -1.075880527 -1.075880527 -1.250636578 -1.250636578
## [2036] -1.250636578 -1.250636578 -1.250636578 -1.284425974 -1.284425974
## [2041] -1.284425974 -1.284425974 -1.284425974 -1.284425974 -1.284425974
## [2046] -1.284425974 -1.284425974 -1.284425974 -1.284425974 -1.284425974
## [2051] -1.284425974 -1.284425974 -1.325328112 -1.389194012 -1.389194012
## [2056] -1.558777452 -1.558777452 -1.553271532 -1.553271532 -1.553271532
## [2061] -1.653600335 -1.558714271 -1.558714271 -1.558714271 -1.537154436
## [2066] -1.408665299 -1.290178895 -1.193943620 -1.193943620 -1.230285168
## [2071] -0.649436176 -0.351167589 -0.351167589 -0.351167589 -0.337872416
## [2076] -0.337872416 -0.017358767 -0.017358767 -0.017358767 -0.017358767
## [2081] -0.017358767 -0.017358767 -0.017358767 -0.017358767 -0.017358767
## [2086] -0.017358767 -0.017358767 -0.017358767 -0.017358767 0.175234452
## [2091] 0.175234452 0.175234452 0.175234452 0.201823175 0.461207718
## [2096] 0.735377610 0.735377610 0.735377610 0.735377610 0.735377610
## [2101] 0.735377610 0.735377610 0.735377610 0.735377610 0.735377610
## [2106] 0.735377610 0.735377610 0.646706164 0.646706164 0.646706164
## [2111] 0.822170436 0.822170436 0.822170436 0.822170436 0.735363662
## [2116] 1.110041857 1.110041857 1.110041857 1.056612849 1.056612849
## [2121] 1.056612849 4.783915997 3.737680674 1.832645893 1.045043111
## [2126] 0.562317133 0.216358185 -0.361918777 -0.689055145 -0.903760552
## [2131] -0.882656813 -0.882656813 -1.117163181 -1.117163181 -1.291919470
## [2136] -1.291919470 -1.291919470 -1.291919470 -1.291919470 -1.325708628
## [2141] -1.325708628 -1.325708628 -1.325708628 -1.325708628 -1.325708628
## [2146] -1.325708628 -1.325708628 -1.325708628 -1.325708628 -1.325708628
## [2151] -1.325708628 -1.325708628 -1.325708628 -1.366610765 -1.430476665
## [2156] -1.430476665 -1.600060105 -1.600060105 -1.594554186 -1.594554186
## [2161] -1.594554186 -1.694882989 -1.599996924 -1.599996924 -1.599996924
## [2166] -1.578437090 -1.449948192 -1.331461787 -1.235226274 -1.235226274
## [2171] -1.271567822 -0.690719008 -0.392450362 -0.392450362 -0.392450362
## [2176] -0.379155189 -0.379155189 -0.058641564 -0.058641564 -0.079365790
## [2181] -0.079365790 -0.079365790 -0.079365790 -0.079365790 -0.079365790
## [2186] -0.079365790 -0.079365790 -0.079365790 -0.079365790 -0.079365790
## [2191] 0.113227457 0.113227457 0.113227457 0.113227457 0.139816180
## [2196] 0.399200708 0.673370540 0.673370540 0.673370540 0.673370540
## [2201] 0.673370540 0.673370540 0.673370540 0.673370540 0.673370540
## [2206] 0.673370540 0.673370540 0.673370540 0.584699094 0.584699094
## [2211] 0.584699094 0.760163188 0.760163188 0.760163188 0.760163188
## [2216] 0.673356414 1.048035026 1.048035026 1.048035026 0.994606018
## [2221] 0.994606018 0.994606018 4.884806633 3.838570118 1.933536172
## [2226] 1.145933270 0.663207173 0.317248285 -0.261028647 -0.588165104
## [2231] -0.802870512 -0.781766772 -0.781766772 -1.016273141 -1.016273141
## [2236] -1.191029310 -1.191029310 -1.191029310 -1.191029310 -1.191029310
## [2241] -1.412729979 -1.412729979 -1.412729979 -1.412729979 -1.412729979
## [2246] -1.412729979 -1.412729979 -1.412729979 -1.412729979 -1.412729979
## [2251] -1.412729979 -1.412729979 -1.412729979 -1.412729979 -1.453632116
## [2256] -1.517498016 -1.517498016 -1.687081456 -1.687081456 -1.681575537
## [2261] -1.681575537 -1.681575537 -1.781904340 -1.687018275 -1.687018275
## [2266] -1.687018275 -1.634231925 -1.505742788 -1.387256384 -1.291021109
## [2271] -1.291021109 -1.327362895 -0.746513724 -0.479471624 -0.479471624
## [2276] -0.479471624 -0.466176450 -0.466176450 -0.145662844 -0.145662844
## [2281] -0.166387051 -0.166387051 -0.166387051 -0.166387051 -0.166387051
## [2286] -0.166387051 -0.166387051 -0.166387051 -0.166387051 -0.166387051
## [2291] -0.166387051 0.026206130 0.026206130 0.026206130 0.026206130
## [2296] 0.190457433 0.449842036 0.724011719 0.724011719 0.724011719
## [2301] 0.724011719 0.724011719 0.724011719 0.724011719 0.724011719
## [2306] 0.724011719 0.724011719 0.724011719 0.724011719 0.635340273
## [2311] 0.635340273 0.635340273 0.810804486 0.810804486 0.810804486
## [2316] 0.810804486 0.723997712 1.098676085 1.098676085 1.098676085
## [2321] 1.045247078 1.045247078 1.045247078 4.862848282 3.816612244
## [2326] 1.911578298 1.123975635 0.641249299 0.295290470 -0.282986522
## [2331] -0.610122979 -0.824828386 -0.803724647 -0.803724647 -1.038231134
## [2336] -0.982290387 -1.157046318 -1.157046318 -1.157046318 -1.157046318
## [2341] -1.157046318 -1.378746986 -1.378746986 -1.378746986 -1.378746986
## [2346] -1.378746986 -1.378746986 -1.378746986 -1.378746986 -1.378746986
## [2351] -1.378746986 -1.378746986 -1.378746986 -1.378746986 -1.378746986
## [2356] -1.419649124 -1.483515024 -1.483515024 -1.653098464 -1.653098464
## [2361] -1.647592545 -1.647592545 -1.647592545 -1.747921348 -1.653035283
## [2366] -1.653035283 -1.653035283 -1.600248933 -1.471760035 -1.353273630
## [2371] -1.257038355 -1.257038355 -1.293380141 -0.712531030 -0.445488930
## [2376] -0.445488930 -0.445488930 -0.432193756 -0.432193756 -0.111680120
## [2381] -0.111680120 -0.132404312 -0.132404312 -0.132404312 -0.132404312
## [2386] -0.132404312 -0.132404312 -0.132404312 -0.132404312 -0.132404312
## [2391] -0.132404312 -0.132404312 0.060188871 0.060188871 0.060188871
## [2396] 0.060188871 0.224440157 0.483824730 0.757994413 0.757994413
## [2401] 0.757994413 0.757994413 0.757994413 0.757994413 0.757994413
## [2406] 0.757994413 0.757994413 0.757994413 0.757994413 0.757994413
## [2411] 0.669322968 0.669322968 0.669322968 0.844787180 0.844787180
## [2416] 0.844787180 0.844787180 0.757980406 1.132658958 1.132658958
## [2421] 1.132658958 1.079229951 1.079229951 1.079229951 5.376091957
## [2426] 4.353293419 2.837965250 2.050362587 1.672051430 1.171133041
## [2431] 0.496080458 0.168943822 0.078672588 0.099776432 0.099776432
## [2436] -0.134729594 -0.134729594 -0.309485674 -0.309485674 -0.309485674
## [2441] -0.309485674 -0.309485674 -0.343274951 -0.343274951 -0.343274951
## [2446] -0.343274951 -0.343274951 -0.343274951 -0.343274951 -0.343274951
## [2451] -0.343274951 -0.343274951 -0.343274951 -0.343274951 -0.343274951
## [2456] -0.343274951 -0.384177178 -0.448043108 -0.448043108 -0.617626071
## [2461] -0.617626071 -0.612120032 -0.612120032 -0.612120032 -0.712448895
## [2466] -0.617562830 -0.617562830 -0.617562830 -0.596003234 -0.467514575
## [2471] -0.349028170 -0.225622058 -0.225622058 -0.315050304 0.265798509
## [2476] 0.619042754 0.728851140 0.728851140 0.742146313 0.742146313
## [2481] 1.062659144 1.062659144 1.062659144 1.062659144 1.062659144
## [2486] 1.062659144 1.129693151 1.129693151 1.129693151 1.129693151
## [2491] 1.129693151 1.129693151 1.129693151 1.322286487 1.322286487
## [2496] 1.322286487 1.322286487 1.348875165 1.608259559 1.882428885
## [2501] 1.882428885 1.882428885 1.882428885 1.882428885 1.882428885
## [2506] 1.882428885 1.882428885 1.882428885 1.882428885 1.882428885
## [2511] 1.882428885 1.793757439 1.793757439 1.793757439 1.969222069
## [2516] 1.969222069 1.969222069 1.969222069 1.882415295 2.257092476
## [2521] 2.257092476 2.257092476 2.203663349 2.203663349 2.203663349
## [2526] 5.182115555 4.159317017 2.643988371 1.856385946 1.478074551
## [2531] 0.977157056 0.302103579 -0.025033092 -0.142962605 -0.121858761
## [2536] -0.121858761 -0.356364787 -0.356364787 -0.531120479 -0.531120479
## [2541] -0.531120479 -0.531120479 -0.531120479 -0.564909756 -0.564909756
## [2546] -0.564909756 -0.564909756 -0.564909756 -0.564909756 -0.564909756
## [2551] -0.564909756 -0.564909756 -0.564909756 -0.564909756 -0.564909756
## [2556] -0.564909756 -0.564909756 -0.605812013 -0.669678032 -0.669678032
## [2561] -0.839261293 -0.839261293 -0.833755255 -0.833755255 -0.833755255
## [2566] -0.934084117 -0.839198053 -0.839198053 -0.839198053 -0.817638457
## [2571] -0.689149499 -0.570663214 -0.474428147 -0.474428147 -0.510769725
## [2576] 0.070079029 0.368347853 0.478156209 0.478156209 0.491451383
## [2581] 0.491451383 0.811965466 0.811965466 0.811965466 0.811965466
## [2586] 0.811965466 0.811965466 0.811965466 0.811965466 0.811965466
## [2591] 0.811965466 0.811965466 0.811965466 0.811965466 1.004558563
## [2596] 1.004558563 1.004558563 1.004558563 1.031146765 1.290531278
## [2601] 1.564700842 1.564700842 1.564700842 1.564700842 1.564700842
## [2606] 1.564700842 1.564700842 1.564700842 1.564700842 1.564700842
## [2611] 1.564700842 1.564700842 1.476029396 1.476029396 1.476029396
## [2616] 1.651493669 1.651493669 1.651493669 1.651493669 1.564686894
## [2621] 1.939365268 1.939365268 1.939365268 1.885936260 1.885936260
## [2626] 1.885936260 5.267771244 4.244973660 2.376736641 1.589133620
## [2631] 0.952385962 0.451467276 -0.223585650 -0.550721765 -0.668651283
## [2636] -0.647547543 -0.647547543 -0.882053554 -0.882053554 -1.056810617
## [2641] -1.056810617 -1.056810617 -1.056810617 -1.056810617 -1.090599775
## [2646] -1.090599775 -1.090599775 -1.090599775 -1.090599775 -1.090599775
## [2651] -1.090599775 -1.090599775 -1.090599775 -1.090599775 -1.090599775
## [2656] -1.090599775 -1.090599775 -1.090599775 -1.131501913 -1.195367813
## [2661] -1.195367813 -1.364951253 -1.364951253 -1.359445333 -1.359445333
## [2666] -1.359445333 -1.459774137 -1.364888072 -1.364888072 -1.364888072
## [2671] -1.343328238 -1.214839339 -1.096352696 -1.000117183 -1.000117183
## [2676] -1.036458492 -0.455610156 -0.157341331 -0.184931621 -0.184931621
## [2681] -0.171636432 -0.171636432 0.148877189 0.148877189 0.148877189
## [2686] 0.148877189 0.148877189 0.148877189 0.148877189 0.148877189
## [2691] 0.148877189 0.148877189 0.148877189 0.148877189 0.148877189
## [2696] 0.341470480 0.341470480 0.341470480 0.341470480 0.368059188
## [2701] 0.627444208 0.901613772 0.901613772 0.901613772 0.901613772
## [2706] 0.901613772 0.901613772 0.901613772 0.901613772 0.901613772
## [2711] 0.901613772 0.901613772 0.901613772 0.812942326 0.812942326
## [2716] 0.812942326 0.988406241 0.988406241 0.988406241 0.988406241
## [2721] 0.901599467 1.276277542 1.276277542 1.276277542 1.222848535
## [2726] 1.222848535 1.222848535 5.263284683 4.240487099 2.335453987
## [2731] 1.547850966 0.911103129 0.410184473 -0.264868379 -0.592004597
## [2736] -0.709934115 -0.688830376 -0.688830376 -0.923336387 -0.923336387
## [2741] -1.098093271 -1.098093271 -1.098093271 -1.098093271 -1.098093271
## [2746] -1.131882668 -1.131882668 -1.131882668 -1.131882668 -1.131882668
## [2751] -1.131882668 -1.131882668 -1.131882668 -1.131882668 -1.131882668
## [2756] -1.131882668 -1.131882668 -1.131882668 -1.131882668 -1.172784805
## [2761] -1.236650705 -1.236650705 -1.406234145 -1.406234145 -1.400728226
## [2766] -1.400728226 -1.400728226 -1.501057029 -1.406170964 -1.406170964
## [2771] -1.406170964 -1.384611130 -1.256121993 -1.137635589 -1.041399837
## [2776] -1.041399837 -1.077741742 -0.496892780 -0.198624119 -0.226214394
## [2781] -0.226214394 -0.212919205 -0.212919205 0.107594371 0.107594371
## [2786] 0.086870164 0.086870164 0.086870164 0.086870164 0.086870164
## [2791] 0.086870164 0.086870164 0.086870164 0.086870164 0.086870164
## [2796] 0.086870164 0.279463440 0.279463440 0.279463440 0.279463440
## [2801] 0.306052148 0.565437138 0.839606643 0.839606643 0.839606643
## [2806] 0.839606643 0.839606643 0.839606643 0.839606643 0.839606643
## [2811] 0.839606643 0.839606643 0.839606643 0.839606643 0.750935197
## [2816] 0.750935197 0.750935197 0.926399410 0.926399410 0.926399410
## [2821] 0.926399410 0.839592636 1.214270711 1.214270711 1.214270711
## [2826] 1.160841703 1.160841703 1.160841703 5.317806721 4.295009136
## [2831] 2.389976263 1.602373004 0.965625167 0.464706659 -0.210346252
## [2836] -0.537482560 -0.655412078 -0.634308338 -0.634308338 -0.868814349
## [2841] -0.868814349 -1.043571234 -1.043571234 -1.043571234 -1.043571234
## [2846] -1.043571234 -1.077360392 -1.077360392 -1.077360392 -1.077360392
## [2851] -1.077360392 -1.077360392 -1.077360392 -1.077360392 -1.077360392
## [2856] -1.077360392 -1.077360392 -1.077360392 -1.077360392 -1.077360392
## [2861] -1.118262529 -1.182128429 -1.182128429 -1.351711869 -1.351711869
## [2866] -1.346205950 -1.346205950 -1.346205950 -1.446534753 -1.351648688
## [2871] -1.351648688 -1.351648688 -1.298862338 -1.170373440 -1.051887035
## [2876] -0.955651104 -0.955651104 -0.991992712 -0.411144227 -0.144101992
## [2881] -0.171692267 -0.171692267 -0.158397079 -0.158397079 0.162116513
## [2886] 0.162116513 0.141392305 0.141392305 0.141392305 0.141392305
## [2891] 0.141392305 0.141392305 0.141392305 0.141392305 0.141392305
## [2896] 0.141392305 0.141392305 0.333985597 0.333985597 0.333985597
## [2901] 0.333985597 0.498236805 0.757621706 1.031790733 1.031790733
## [2906] 1.031790733 1.031790733 1.031790733 1.031790733 1.031790733
## [2911] 1.031790733 1.031790733 1.031790733 1.031790733 1.031790733
## [2916] 0.943119407 0.943119407 0.943119407 1.118583560 1.118583560
## [2921] 1.118583560 1.118583560 1.031776905 1.406455398 1.406455398
## [2926] 1.406455398 1.353026390 1.353026390 1.353026390 5.295848846
## [2931] 4.273050785 2.368017912 1.580415368 0.943667471 0.442748725
## [2936] -0.232304066 -0.559440374 -0.677369952 -0.656266212 -0.656266212
## [2941] -0.890772223 -0.834831655 -1.009588242 -1.009588242 -1.009588242
## [2946] -1.009588242 -1.009588242 -1.043377638 -1.043377638 -1.043377638
## [2951] -1.043377638 -1.043377638 -1.043377638 -1.043377638 -1.043377638
## [2956] -1.043377638 -1.043377638 -1.043377638 -1.043377638 -1.043377638
## [2961] -1.043377638 -1.084279776 -1.148145676 -1.148145676 -1.317729115
## [2966] -1.317729115 -1.312223196 -1.312223196 -1.312223196 -1.412551999
## [2971] -1.317665935 -1.317665935 -1.317665935 -1.264879584 -1.136390686
## [2976] -1.017904282 -0.921668410 -0.921668410 -0.958010018 -0.377161473
## [2981] -0.110119268 -0.137709543 -0.137709543 -0.124414340 -0.124414340
## [2986] 0.196099296 0.196099296 0.175375074 0.175375074 0.175375074
## [2991] 0.175375074 0.175375074 0.175375074 0.175375074 0.175375074
## [2996] 0.175375074 0.175375074 0.175375074 0.367968351 0.367968351
## [3001] 0.367968351 0.367968351 0.532219648 0.791604400 1.065773606
## [3006] 1.065773606 1.065773606 1.065773606 1.065773606 1.065773606
## [3011] 1.065773606 1.065773606 1.065773606 1.065773606 1.065773606
## [3016] 1.065773606 0.977102280 0.977102280 0.977102280 1.152566314
## [3021] 1.152566314 1.152566314 1.152566314 1.065759540 1.440438151
## [3026] 1.440438151 1.440438151 1.387009144 1.387009144 1.387009144
plot(varImp(xgb_base))
plot(varImp(xgb_expanded))
MARS
marsGrid <- expand.grid(
degree = 1:3,
nprune = seq(2, 100, length.out = 10) %>% floor()
)
mars_base<- caret::train(y ~ x1 + x2 + x3 + x4 + v1 + v2 + v3 + v4 + v5 + m,
data = df,
method = "earth",
tuneGrid = marsGrid,
preProcess = c("center", "scale"),
metric = "RMSE",
trControl = my_ctrl)
## Loading required package: earth
## Loading required package: Formula
## Loading required package: plotmo
## Loading required package: plotrix
## Loading required package: TeachingDemos
mars_base
## Multivariate Adaptive Regression Spline
##
## 1252 samples
## 10 predictor
##
## Pre-processing: centered (13), scaled (13)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1000, 1003, 1002, 1001, 1002, 1003, ...
## Resampling results across tuning parameters:
##
## degree nprune RMSE Rsquared MAE
## 1 2 2.200870 0.09907406 1.7013864
## 1 12 1.712345 0.45528822 1.3096005
## 1 23 1.713106 0.45500393 1.3060134
## 1 34 1.713106 0.45500393 1.3060134
## 1 45 1.713106 0.45500393 1.3060134
## 1 56 1.713106 0.45500393 1.3060134
## 1 67 1.713106 0.45500393 1.3060134
## 1 78 1.713106 0.45500393 1.3060134
## 1 89 1.713106 0.45500393 1.3060134
## 1 100 1.713106 0.45500393 1.3060134
## 2 2 2.145540 0.14305044 1.6509177
## 2 12 1.282101 0.69444620 0.9951205
## 2 23 1.211549 0.72686804 0.9287419
## 2 34 1.211549 0.72686804 0.9287419
## 2 45 1.211549 0.72686804 0.9287419
## 2 56 1.211549 0.72686804 0.9287419
## 2 67 1.211549 0.72686804 0.9287419
## 2 78 1.211549 0.72686804 0.9287419
## 2 89 1.211549 0.72686804 0.9287419
## 2 100 1.211549 0.72686804 0.9287419
## 3 2 2.153469 0.13634189 1.6580657
## 3 12 1.235096 0.71579238 0.9528374
## 3 23 1.145837 0.75553924 0.8854392
## 3 34 1.145837 0.75553924 0.8854392
## 3 45 1.145837 0.75553924 0.8854392
## 3 56 1.145837 0.75553924 0.8854392
## 3 67 1.145837 0.75553924 0.8854392
## 3 78 1.145837 0.75553924 0.8854392
## 3 89 1.145837 0.75553924 0.8854392
## 3 100 1.145837 0.75553924 0.8854392
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were nprune = 23 and degree = 3.
plot(xTrans = log, mars_base)
print(mars_base$bestTune)
## nprune degree
## 23 23 3
dim(df)
## [1] 1252 17
dim(predict(mars_base, df))
## [1] 1252 1
mars_expanded<- caret::train(y ~ x1 + x3 + x4 + v2 + v3 + v4 + v5 + m + w + z + t + x5,
data = df,
method = "earth",
tuneGrid = marsGrid,
preProcess = c("center", "scale"),
metric = "RMSE",
trControl = my_ctrl)
mars_expanded
## Multivariate Adaptive Regression Spline
##
## 1252 samples
## 12 predictor
##
## Pre-processing: centered (15), scaled (15)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1002, 1001, 1001, 1002, 1000, ...
## Resampling results across tuning parameters:
##
## degree nprune RMSE Rsquared MAE
## 1 2 1.8894018 0.3343929 1.4352915
## 1 12 0.8285092 0.8728477 0.6452713
## 1 23 0.7559970 0.8939852 0.5831245
## 1 34 0.7559970 0.8939852 0.5831245
## 1 45 0.7559970 0.8939852 0.5831245
## 1 56 0.7559970 0.8939852 0.5831245
## 1 67 0.7559970 0.8939852 0.5831245
## 1 78 0.7559970 0.8939852 0.5831245
## 1 89 0.7559970 0.8939852 0.5831245
## 1 100 0.7559970 0.8939852 0.5831245
## 2 2 1.7906088 0.3994460 1.3495850
## 2 12 0.8159259 0.8765482 0.6350147
## 2 23 0.6603013 0.9190698 0.5047822
## 2 34 0.6590048 0.9193594 0.5037935
## 2 45 0.6590048 0.9193594 0.5037935
## 2 56 0.6590048 0.9193594 0.5037935
## 2 67 0.6590048 0.9193594 0.5037935
## 2 78 0.6590048 0.9193594 0.5037935
## 2 89 0.6590048 0.9193594 0.5037935
## 2 100 0.6590048 0.9193594 0.5037935
## 3 2 1.7971173 0.3947062 1.3596311
## 3 12 0.8204601 0.8751138 0.6395534
## 3 23 0.6483227 0.9219887 0.4931929
## 3 34 0.6474222 0.9222103 0.4918427
## 3 45 0.6474222 0.9222103 0.4918427
## 3 56 0.6474222 0.9222103 0.4918427
## 3 67 0.6474222 0.9222103 0.4918427
## 3 78 0.6474222 0.9222103 0.4918427
## 3 89 0.6474222 0.9222103 0.4918427
## 3 100 0.6474222 0.9222103 0.4918427
##
## RMSE was used to select the optimal model using the smallest value.
## The final values used for the model were nprune = 34 and degree = 3.
mars_expanded %>% readr::write_rds("best_mod_reg.rds")
plot(xTrans = log, mars_expanded)
predict(mars_base, viz_grid_base)
## y
## [1,] 9.43488687
## [2,] 8.10052363
## [3,] 6.76616039
## [4,] 5.43179716
## [5,] 4.09743392
## [6,] 2.76307069
## [7,] 2.23595322
## [8,] 1.83825013
## [9,] 1.44054703
## [10,] 1.04284394
## [11,] 0.64514084
## [12,] 0.24743775
## [13,] -0.15026535
## [14,] -0.47219508
## [15,] -0.50540711
## [16,] -0.53861914
## [17,] -0.57183116
## [18,] -0.60504319
## [19,] -0.63825522
## [20,] -0.67146725
## [21,] -0.70467928
## [22,] -0.73789130
## [23,] -0.77110333
## [24,] -0.80431536
## [25,] -0.83752739
## [26,] -0.87073942
## [27,] -0.90395144
## [28,] -0.93716347
## [29,] -0.97037550
## [30,] -1.00358753
## [31,] -1.03679955
## [32,] -1.07001158
## [33,] -1.10322361
## [34,] -1.13643564
## [35,] -1.16964767
## [36,] -1.20285969
## [37,] -1.23607172
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## [2995,] 35.28391682
## [2996,] 36.95990915
## [2997,] 39.21735138
## [2998,] 41.47479361
## [2999,] 43.73223584
## [3000,] 45.98967808
## [3001,] 48.24712031
## [3002,] 50.50456254
## [3003,] 52.76200477
## [3004,] 55.01944701
## [3005,] 57.27688924
## [3006,] 59.53433147
## [3007,] 61.79177370
## [3008,] 64.04921593
## [3009,] 66.30665817
## [3010,] 68.56410040
## [3011,] 70.82154263
## [3012,] 73.07898486
## [3013,] 75.33642710
## [3014,] 77.59386933
## [3015,] 79.85131156
## [3016,] 82.10875379
## [3017,] 84.36619603
## [3018,] 86.62363826
## [3019,] 88.88108049
## [3020,] 91.13852272
## [3021,] 93.39596495
## [3022,] 95.65340719
## [3023,] 97.91084942
## [3024,] 100.16829165
## [3025,] 102.42573388
## [3026,] 104.68317612
## [3027,] 106.94061835
## [3028,] 109.19806058
## [3029,] 111.45550281
## [3030,] 113.71294504
KNN’s
knnGrid <- expand.grid(
k = 1:10)
set.seed(3333)
knn_base<- caret::train(y ~ x1 + x2 + x3 + x4 + v1 + v2 + v3 + v4 + v5 + m,
data = df,
method = "knn",
preProcess = c("center", "scale"),
metric = "RMSE",
trControl = my_ctrl,
tuneGrid = knnGrid)
knn_base
## k-Nearest Neighbors
##
## 1252 samples
## 10 predictor
##
## Pre-processing: centered (13), scaled (13)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1002, 1002, 1002, 1000, 1002, 1001, ...
## Resampling results across tuning parameters:
##
## k RMSE Rsquared MAE
## 1 2.818119 0.05752057 2.095815
## 2 2.433374 0.07310076 1.821473
## 3 2.348123 0.07386800 1.749836
## 4 2.322306 0.06806719 1.735827
## 5 2.304588 0.06366540 1.734118
## 6 2.296741 0.06059323 1.739468
## 7 2.283691 0.06157333 1.735584
## 8 2.281053 0.05855807 1.735566
## 9 2.278127 0.05599895 1.733149
## 10 2.276204 0.05503548 1.733225
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was k = 10.
plot(xTrans = log, knn_base)
print(knn_base$bestTune)
## k
## 10 10
(predict(knn_base, viz_grid_base))
## [1] 1.413214287 1.413214287 1.297264352 1.297264352 1.297264352
## [6] 1.297264352 1.297264352 1.297264352 1.297264352 1.297264352
## [11] 0.594115056 0.122675554 0.122675554 0.122675554 0.122675554
## [16] -0.292877604 -0.292877604 -0.292877604 -0.292877604 -0.292877604
## [21] -0.893479225 -0.893479225 -0.893479225 -0.893479225 -0.893479225
## [26] -0.893479225 -0.893479225 -0.893479225 -0.893479225 -0.848448415
## [31] -0.848448415 -0.848448415 -0.760957928 -0.760957928 -0.760957928
## [36] -0.662107968 -0.662107968 -0.662107968 -0.662107968 -0.662107968
## [41] -0.662107968 -0.662107968 -0.441842513 -0.441842513 -0.441842513
## [46] -0.441842513 -0.441842513 -0.441842513 -0.441842513 -0.441842513
## [51] -0.441842513 -0.441842513 -0.118517858 -0.118517858 -0.118517858
## [56] -0.062259376 -0.062259376 -0.062259376 -0.062259376 -0.062259376
## [61] -0.062259376 -0.062259376 -0.062259376 -0.062259376 -0.062259376
## [66] -0.062259376 -0.231820882 -0.231820882 -0.231820882 -0.231820882
## [71] -0.231820882 -0.231820882 -0.231820882 0.252350247 0.252350247
## [76] 0.348549679 0.348549679 0.348549679 0.348549679 0.348549679
## [81] 0.348549679 0.348549679 0.391417823 0.391417823 0.391417823
## [86] 0.510968926 0.407841049 0.389784260 0.981458514 0.981458514
## [91] 0.981458514 0.981458514 1.001003428 1.001003428 1.355884473
## [96] 1.437480767 1.437480767 1.969973535 1.969973535 1.799983528
## [101] 1.674739049 -0.507938550 -0.507938550 -0.564220742 -0.564220742
## [106] -0.582175383 -0.935874717 -0.935874717 -0.935874717 -1.045333081
## [111] -1.045333081 -1.045333081 -1.045333081 -0.968897714 -0.968897714
## [116] -0.971603202 -0.971603202 -0.971603202 -0.971603202 -0.971603202
## [121] -0.971603202 -0.971603202 -0.971603202 -0.971603202 -0.971603202
## [126] -0.971603202 -0.971603202 -0.971603202 -0.971603202 -0.863516707
## [131] -0.863516707 -0.863516707 -0.863516707 -0.863516707 -0.863516707
## [136] -0.863516707 -0.688535503 -0.688535503 -0.688535503 -0.688535503
## [141] -0.688535503 -0.688535503 -0.688535503 -0.688535503 -0.688535503
## [146] -0.688535503 -0.688535503 -0.688535503 -0.688535503 -0.688535503
## [151] -0.688535503 -0.688535503 -0.688535503 -0.462140884 -0.462140884
## [156] -0.462140884 -0.462140884 -0.462140884 -0.462140884 -0.462140884
## [161] -0.462140884 -0.462140884 -0.462140884 -0.462140884 -0.214433085
## [166] -0.214433085 -0.214433085 -0.214433085 -0.214433085 0.114362665
## [171] 0.455443726 0.455443726 0.455443726 0.455443726 0.551643158
## [176] 0.551643158 0.551643158 0.551643158 0.710454261 0.710454261
## [181] 0.710454261 1.180943849 1.180943849 1.180943849 1.180943849
## [186] 1.180943849 1.332767183 1.332767183 1.332767183 1.856137860
## [191] 1.856137860 2.108447962 2.102184174 2.102184174 2.102184174
## [196] 2.102184174 2.206297759 2.206297759 2.206297759 2.206297759
## [201] 2.206297759 2.206297759 -0.530606328 -0.530606328 -0.530606328
## [206] -0.530606328 -0.530606328 -0.927726915 -0.927726915 -0.594574166
## [211] -0.594574166 -0.594574166 -0.594574166 -0.842894071 -0.842894071
## [216] -0.821648252 -0.821648252 -0.821648252 -0.821648252 -0.354478243
## [221] -0.354478243 -0.354478243 -0.354478243 -0.354478243 -0.354478243
## [226] -0.354478243 -0.679361481 -0.679361481 -0.679361481 -0.679361481
## [231] -0.679361481 -0.679361481 -0.679361481 -0.679361481 -0.679361481
## [236] -0.679361481 -0.295428362 -0.295428362 -0.295428362 -0.295428362
## [241] -0.295428362 -0.295428362 -0.295428362 -0.295428362 -0.295428362
## [246] -0.340744495 0.205483297 0.205483297 0.205483297 0.205483297
## [251] 0.205483297 0.205483297 0.205483297 0.205483297 0.205483297
## [256] 0.205483297 0.205483297 0.205483297 0.205483297 0.205483297
## [261] 0.205483297 0.205483297 0.373972930 0.373972930 0.373972930
## [266] 0.373972930 0.373972930 0.373972930 0.389316899 0.389316899
## [271] 0.740706183 0.867998483 0.867998483 0.867998483 1.054633970
## [276] 1.054633970 1.054633970 1.079754856 0.950103060 0.950103060
## [281] 0.950103060 0.950103060 0.950103060 1.120461313 1.351948735
## [286] 1.415344462 1.415344462 1.415344462 1.415344462 1.415344462
## [291] 1.415344462 1.415344462 1.415344462 1.415344462 1.415344462
## [296] 1.812784126 1.812784126 2.293710910 2.293710910 2.293710910
## [301] 2.293710910 2.293710910 2.293710910 -0.764732729 -0.764732729
## [306] -0.495670909 -0.495670909 -0.495670909 -0.495670909 -0.495670909
## [311] -0.495670909 -0.495670909 -0.495670909 -0.495670909 -0.285531617
## [316] -0.401568619 -0.330934146 -0.330934146 -0.330934146 -0.330934146
## [321] -0.330934146 -0.330934146 -0.330934146 -0.330934146 -0.330934146
## [326] 0.334723303 0.334723303 0.334723303 0.334723303 0.334723303
## [331] 0.334723303 0.666796744 0.666796744 0.666796744 0.666796744
## [336] 0.666796744 0.666796744 0.666796744 0.666796744 0.666796744
## [341] 0.666796744 0.666796744 0.666796744 0.666796744 0.666796744
## [346] 0.666796744 0.666796744 0.666796744 0.666796744 0.666796744
## [351] 0.666796744 0.666796744 0.666796744 0.837971546 0.837971546
## [356] 0.837971546 1.267283593 1.267283593 1.278023518 1.278023518
## [361] 1.278023518 1.278023518 1.278023518 1.278023518 1.278023518
## [366] 1.536903847 1.536903847 1.536903847 1.536903847 1.536903847
## [371] 1.536903847 1.536903847 1.805211882 1.805211882 1.805211882
## [376] 1.805211882 1.656083228 1.656083228 1.656083228 1.656083228
## [381] 1.656083228 1.656083228 1.656083228 1.656083228 1.656083228
## [386] 1.656083228 1.996856590 2.198518612 2.198518612 2.198518612
## [391] 2.198518612 2.198518612 2.198518612 2.198518612 2.198518612
## [396] 2.198518612 2.198518612 2.198518612 2.198518612 2.198518612
## [401] 2.198518612 2.198518612 2.198518612 2.198518612 -0.593815942
## [406] -0.264491636 -0.264491636 -0.264491636 -0.264491636 -0.264491636
## [411] 0.068661114 0.068661114 0.068661114 0.068661114 0.068661114
## [416] 0.222283608 0.222283608 0.222283608 0.436796042 0.436796042
## [421] 0.436796042 0.436796042 0.436796042 0.436796042 1.021486524
## [426] 1.021486524 1.308990050 1.308990050 1.308990050 1.308990050
## [431] 1.308990050 1.308990050 1.308990050 1.308990050 1.308990050
## [436] 1.308990050 1.308990050 1.308990050 1.308990050 1.308990050
## [441] 1.290980770 1.290980770 1.290980770 1.290980770 1.290980770
## [446] 1.290980770 1.290980770 1.290980770 1.290980770 1.290980770
## [451] 1.290980770 1.290980770 1.290980770 1.290980770 1.290980770
## [456] 1.290980770 1.290980770 1.301170388 1.301170388 1.301170388
## [461] 1.301170388 1.301170388 1.301170388 1.301170388 1.301170388
## [466] 1.301170388 1.301170388 1.301170388 1.301170388 1.301170388
## [471] 1.301170388 1.301170388 1.714188592 1.714188592 1.714188592
## [476] 1.714188592 1.714188592 1.714188592 1.714188592 1.714188592
## [481] 1.876851512 1.876851512 1.876851512 1.876851512 1.876851512
## [486] 1.876851512 1.876851512 1.876851512 2.290796401 2.290796401
## [491] 2.290796401 2.290796401 2.290796401 2.290796401 2.290796401
## [496] 2.290796401 2.290796401 2.290796401 2.784821954 2.784821954
## [501] 2.784821954 2.784821954 2.784821954 2.784821954 2.646256770
## [506] 0.595010064 0.595010064 0.595010064 0.595010064 0.595010064
## [511] 0.595010064 0.595010064 0.882178027 0.882178027 0.882178027
## [516] 0.882178027 0.882178027 0.882178027 1.547835475 1.547835475
## [521] 1.547835475 1.547835475 1.547835475 1.547835475 1.547835475
## [526] 1.547835475 1.547835475 1.547835475 1.547835475 1.547835475
## [531] 1.547835475 1.547077941 1.547077941 1.547077941 1.547077941
## [536] 1.547077941 1.547077941 1.547077941 1.547077941 1.547077941
## [541] 1.547077941 1.547077941 1.547077941 1.547077941 1.747774554
## [546] 1.747774554 1.747774554 1.747774554 1.747774554 1.747774554
## [551] 1.747774554 1.747774554 1.747774554 1.747774554 1.747774554
## [556] 1.747774554 1.747774554 1.747774554 1.747774554 1.747774554
## [561] 1.747774554 1.747774554 1.747774554 1.747774554 1.747774554
## [566] 1.747774554 1.816572187 1.816572187 1.816572187 1.816572187
## [571] 1.816572187 1.816572187 1.816572187 1.816572187 1.816572187
## [576] 1.816572187 1.816572187 1.816572187 1.718087493 1.718087493
## [581] 1.718087493 1.718087493 1.718087493 1.714188592 1.714188592
## [586] 1.714188592 1.714188592 1.714188592 1.714188592 1.714188592
## [591] 1.714188592 1.714188592 1.714188592 1.679569627 1.679569627
## [596] 1.679569627 1.679569627 1.905287146 1.905287146 1.905287146
## [601] 1.905287146 1.905287146 1.905287146 1.905287146 1.905287146
## [606] 1.905287146 -0.112146072 -0.112146072 -0.112146072 -0.112146072
## [611] -0.112146072 -0.112146072 -0.920850582 -0.920850582 -0.920850582
## [616] -0.920850582 -0.920850582 -0.920850582 -0.920850582 -0.920850582
## [621] -0.907178214 -0.954971989 -0.978058286 -0.978058286 -0.978058286
## [626] -0.978058286 -0.885363897 -0.885363897 -0.885363897 -0.885363897
## [631] -0.885363897 -0.885363897 -0.885363897 -0.885363897 -1.078138744
## [636] -1.078138744 -0.865215191 -0.865215191 -0.865215191 -0.729620471
## [641] -0.729620471 -0.642314113 -0.642314113 -0.642314113 -0.642314113
## [646] -0.681663366 -0.681663366 -0.681663366 -0.681663366 -0.356194487
## [651] -0.444383494 0.160797378 0.240543973 0.363481627 0.363481627
## [656] 1.007762332 1.007762332 1.007762332 1.007762332 1.007762332
## [661] 1.007762332 1.007762332 1.007762332 1.007762332 1.070662112
## [666] 1.070662112 1.070662112 1.070662112 1.163749912 1.760488372
## [671] 1.760488372 1.760488372 2.445415840 2.536415760 2.536415760
## [676] 2.536415760 2.536415760 2.536415760 2.536415760 3.068914935
## [681] 3.068914935 2.946019970 2.946019970 2.946019970 2.946019970
## [686] 2.946019970 2.946019970 2.946019970 2.946019970 2.946019970
## [691] 2.946019970 2.946019970 2.946019970 2.946019970 3.651522552
## [696] 3.651522552 3.651522552 3.651522552 3.651522552 3.651522552
## [701] 3.651522552 3.651522552 3.651522552 3.651522552 3.978320016
## [706] 3.978320016 3.978320016 -0.824237050 -0.824237050 -0.824237050
## [711] -0.788059339 -0.788059339 -0.788059339 -0.788059339 -0.788059339
## [716] -0.788059339 -0.788059339 -0.788059339 -0.788059339 -0.883255767
## [721] -1.076030614 -1.076030614 -1.076030614 -0.879388471 -0.879388471
## [726] -0.879388471 -0.879388471 -0.879388471 -0.879388471 -0.863107061
## [731] -0.752281141 -0.808744886 -0.808744886 -0.808744886 -0.808744886
## [736] -0.808744886 -0.808744886 -0.721005263 -0.721005263 -0.721005263
## [741] -0.509878603 -0.509878603 -0.456140057 -0.456140057 -0.521679383
## [746] -0.521679383 -0.521679383 -0.521679383 0.227904761 0.227904761
## [751] 0.106784340 0.106784340 0.106784340 0.106784340 0.106784340
## [756] 0.106784340 0.090528388 0.244582245 0.599395226 0.599395226
## [761] 0.599395226 0.599395226 0.599395226 0.599395226 0.851395023
## [766] 0.851395023 0.851395023 0.851395023 1.206319596 1.206319596
## [771] 1.206319596 1.206319596 1.206319596 1.206319596 1.206319596
## [776] 1.206319596 1.206319596 1.206319596 1.206319596 1.206319596
## [781] 1.206319596 1.206319596 1.350935071 1.350935071 1.350935071
## [786] 1.453091021 2.138018488 2.138018488 2.138018488 2.138018488
## [791] 2.138018488 2.859249305 2.859249305 2.859249305 2.859249305
## [796] 2.859249305 2.859249305 3.026567804 3.026567804 3.528568542
## [801] 3.528568542 3.528568542 3.528568542 4.095567757 4.095567757
## [806] 4.095567757 4.095567757 4.095567757 -1.130890147 -1.130890147
## [811] -1.130890147 -1.130890147 -1.130890147 -1.130890147 -1.130890147
## [816] -1.097569408 -1.097569408 -1.097569408 -0.910964897 -0.910964897
## [821] -0.910964897 -0.910964897 -0.782547198 -0.782547198 -0.782547198
## [826] -0.782547198 -0.782547198 -0.679507239 -0.679507239 -0.679507239
## [831] -0.679507239 -0.679507239 -0.175645426 -0.175645426 -0.175645426
## [836] -0.175645426 -0.175645426 -0.175645426 -0.125837709 -0.037431775
## [841] -0.037431775 -0.037431775 -0.037431775 0.185246928 0.185246928
## [846] 0.185246928 0.185246928 0.185246928 0.185246928 0.185246928
## [851] 0.311660373 0.311660373 0.405120829 0.405120829 0.405120829
## [856] 0.619556375 0.619556375 0.619556375 0.619556375 0.619556375
## [861] 0.799739380 0.799739380 0.799739380 1.141962155 1.141962155
## [866] 1.141962155 1.141962155 1.324187119 1.324187119 1.324187119
## [871] 1.324187119 1.324187119 1.324187119 1.324187119 1.272136069
## [876] 1.272136069 1.272136069 1.272136069 1.272136069 1.272136069
## [881] 1.272136069 1.272136069 1.272136069 1.272136069 1.272136069
## [886] 1.272136069 1.272136069 1.272136069 1.524135866 1.524135866
## [891] 1.524135866 1.524135866 1.524135866 1.524135866 1.524135866
## [896] 1.524135866 1.770907291 1.770907291 1.770907291 1.770907291
## [901] 1.770907291 1.770907291 1.770907291 1.770907291 1.770907291
## [906] 1.770907291 1.770907291 2.392167900 2.392167900 0.070553322
## [911] 0.004721341 0.004721341 0.004721341 0.004721341 0.004721341
## [916] -0.045444278 -0.045444278 -0.045444278 -0.045444278 -0.045444278
## [921] -0.045444278 -0.045444278 -0.045444278 -0.045444278 -0.045444278
## [926] -0.045444278 -0.173132086 0.040918198 0.040918198 0.040918198
## [931] 0.040918198 0.040918198 0.040918198 0.040918198 0.040918198
## [936] 0.040918198 0.040918198 0.040918198 0.645166757 0.867845461
## [941] 0.867845461 0.867845461 0.867845461 0.867845461 0.867845461
## [946] 0.867845461 0.867845461 0.867845461 0.867845461 0.867845461
## [951] 0.867845461 0.867845461 1.215818805 1.215818805 1.215818805
## [956] 1.215818805 1.614969235 1.614969235 1.614969235 1.614969235
## [961] 1.614969235 1.614969235 1.614969235 1.614969235 1.614969235
## [966] 1.614969235 1.755531816 1.755531816 1.755531816 1.755531816
## [971] 1.755531816 1.755531816 1.927007321 1.927007321 1.927007321
## [976] 1.927007321 1.927007321 1.927007321 1.927007321 1.927007321
## [981] 2.192279476 2.192279476 2.434093364 2.434093364 2.773826219
## [986] 2.773826219 2.773826219 2.773826219 2.773826219 2.773826219
## [991] 2.773826219 2.773826219 2.773826219 2.773826219 2.773826219
## [996] 2.773826219 2.773826219 2.773826219 2.773826219 2.773826219
## [1001] 2.773826219 2.773826219 2.773826219 2.773826219 2.773826219
## [1006] 3.193798440 3.193798440 3.193798440 3.193798440 3.193798440
## [1011] 0.153456814 0.153456814 0.153456814 0.218303380 0.218303380
## [1016] 0.218303380 0.218303380 0.218303380 0.218303380 0.218303380
## [1021] 0.703341009 0.703341009 0.703341009 0.703341009 0.703341009
## [1026] 0.703341009 0.833714798 0.833714798 0.833714798 0.833714798
## [1031] 0.833714798 0.833714798 0.833714798 0.833714798 0.833714798
## [1036] 1.056393501 1.056393501 1.056393501 1.056393501 1.056393501
## [1041] 1.056393501 1.056393501 1.056393501 1.056393501 1.404366845
## [1046] 1.404366845 1.404366845 1.404366845 1.404366845 1.404366845
## [1051] 1.404366845 1.404366845 1.404366845 1.404366845 1.404366845
## [1056] 1.404366845 1.404366845 1.404366845 1.575842349 1.575842349
## [1061] 1.724880521 1.724880521 1.724880521 1.724880521 1.724880521
## [1066] 1.724880521 1.724880521 1.724880521 1.724880521 1.724880521
## [1071] 1.724880521 1.724880521 1.724880521 1.724880521 1.724880521
## [1076] 1.724880521 2.133398587 2.133398587 2.133398587 2.133398587
## [1081] 2.133398587 2.199251186 2.199251186 2.199251186 2.199251186
## [1086] 2.199251186 2.199251186 2.199251186 2.199251186 2.199251186
## [1091] 2.376442965 2.376442965 2.376442965 2.069425469 2.069425469
## [1096] 2.069425469 2.069425469 2.069425469 2.069425469 2.517005546
## [1101] 2.517005546 2.517005546 2.517005546 2.517005546 2.819230698
## [1106] 3.193507668 3.193507668 3.193507668 3.193507668 3.193507668
## [1111] 3.193507668 0.690386674 0.690386674 0.690386674 0.690386674
## [1116] 0.690386674 0.690386674 0.690386674 0.690386674 0.690386674
## [1121] 0.690386674 0.690386674 1.098468488 1.174959046 1.174959046
## [1126] 1.174959046 1.174959046 1.174959046 1.174959046 1.174959046
## [1131] 1.044293961 1.044293961 1.044293961 1.044293961 1.044293961
## [1136] 1.044293961 1.044293961 1.044293961 1.044293961 1.044293961
## [1141] 1.258178699 1.258178699 1.551737475 1.551737475 1.842460651
## [1146] 1.842460651 1.842460651 1.842460651 1.842460651 1.842460651
## [1151] 1.791087835 1.791087835 1.723212979 1.723212979 1.723212979
## [1156] 1.723212979 1.723212979 1.723212979 1.723212979 1.723212979
## [1161] 1.723212979 1.723212979 1.723212979 1.723212979 1.723212979
## [1166] 1.723212979 1.723212979 1.723212979 1.723212979 1.723212979
## [1171] 1.988648797 1.988648797 1.988648797 1.988648797 1.988648797
## [1176] 1.988648797 1.988648797 1.988648797 1.988648797 1.988648797
## [1181] 1.988648797 1.988648797 1.988648797 1.988648797 1.988648797
## [1186] 1.988648797 1.988648797 1.988648797 1.967924899 1.967924899
## [1191] 1.967924899 1.967924899 1.967924899 1.967924899 1.967924899
## [1196] 1.967924899 2.144852741 2.144852741 2.144852741 2.144852741
## [1201] 2.144852741 2.020067556 2.376442965 2.376442965 2.376442965
## [1206] 2.376442965 2.376442965 2.376442965 2.376442965 2.376442965
## [1211] 2.376442965 2.376442965 -0.931090025 -0.931090025 -0.931090025
## [1216] -0.931090025 -0.931090025 -0.931090025 -0.931090025 -0.931090025
## [1221] -0.931090025 -0.931090025 -0.974698843 -0.974698843 -0.974698843
## [1226] -0.974698843 -0.974698843 -0.974698843 -0.988753740 -0.988753740
## [1231] -0.988753740 -0.988753740 -0.988753740 -0.988753740 -0.988753740
## [1236] -0.988753740 -1.123865630 -1.123865630 -1.123865630 -1.123865630
## [1241] -1.123865630 -1.123865630 -1.025560369 -1.025560369 -1.025560369
## [1246] -1.118007730 -1.118007730 -0.948526386 -0.948526386 -0.948526386
## [1251] -1.052130943 -1.052130943 -0.931829867 -0.931829867 -0.931829867
## [1256] -0.931829867 -0.931829867 -0.931829867 -0.931829867 -0.939838627
## [1261] -0.939838627 -0.939838627 -0.939838627 -0.939838627 -0.939838627
## [1266] -0.939838627 -0.939838627 -0.939838627 -0.939838627 -0.906186721
## [1271] -0.906186721 -0.906186721 -0.906186721 -0.211145571 0.441477291
## [1276] 0.414358803 0.414358803 0.414358803 0.414358803 0.311988138
## [1281] 0.437785197 0.437785197 0.437785197 0.366386857 0.366386857
## [1286] 0.366386857 0.366386857 0.139236536 0.319728935 0.319728935
## [1291] 0.319728935 0.319728935 0.319728935 0.319728935 0.319728935
## [1296] 0.319728935 0.319728935 0.427936125 0.427936125 0.427936125
## [1301] 0.427936125 0.427936125 0.427936125 0.427936125 0.427936125
## [1306] 0.427936125 0.427936125 0.427936125 1.208636177 1.208636177
## [1311] 1.208636177 1.208636177 1.208636177 -0.639145698 -0.639145698
## [1316] -0.639145698 -0.639145698 -0.709999160 -0.709999160 -0.709999160
## [1321] -0.709999160 -1.141550075 -1.141550075 -1.318653469 -1.318653469
## [1326] -1.318653469 -1.318653469 -1.359877949 -1.359877949 -1.354020049
## [1331] -1.354020049 -1.354020049 -1.354020049 -1.434540633 -1.417535048
## [1336] -1.417535048 -1.417535048 -1.417535048 -1.506909313 -1.506909313
## [1341] -1.506909313 -1.506909313 -1.506909313 -1.506909313 -1.506909313
## [1346] -1.506909313 -1.506909313 -1.358849233 -1.177430289 -1.177430289
## [1351] -1.177430289 -1.177430289 -1.177430289 -0.823561501 -0.823561501
## [1356] -0.823561501 -0.823561501 -0.823561501 -0.823561501 -0.823561501
## [1361] -0.823561501 -0.823561501 -0.823561501 -0.790804161 -0.693038292
## [1366] -0.693038292 -0.693038292 -0.693038292 -0.693038292 -0.693038292
## [1371] 0.022025034 0.022025034 0.022025034 0.022025034 0.169359068
## [1376] 0.169359068 0.218261805 0.218261805 0.218261805 0.218261805
## [1381] 0.153765748 0.153765748 0.153765748 0.153765748 0.153765748
## [1386] 0.153765748 0.153765748 0.153765748 0.153765748 0.153765748
## [1391] 0.153765748 0.153765748 0.153765748 0.924475473 0.924475473
## [1396] 0.924475473 1.644561121 1.644561121 1.644561121 1.644561121
## [1401] 1.644561121 1.644561121 1.644561121 1.644561121 1.644561121
## [1406] 1.644561121 1.644561121 1.644561121 1.654678556 1.654678556
## [1411] 1.654678556 1.654678556 1.654678556 1.654678556 -0.961890534
## [1416] -0.961890534 -0.961890534 -0.961890534 -0.961890534 -1.098674937
## [1421] -1.098674937 -1.098674937 -1.078990959 -1.453336375 -1.453336375
## [1426] -1.342231447 -1.342231447 -1.342231447 -1.342231447 -1.451289690
## [1431] -1.477343337 -1.477343337 -1.477343337 -1.477343337 -1.477343337
## [1436] -1.477343337 -1.477343337 -1.477343337 -1.477343337 -1.477343337
## [1441] -1.477343337 -1.477343337 -1.477343337 -1.477343337 -1.451648118
## [1446] -1.451648118 -1.451648118 -1.451648118 -1.451648118 -1.451648118
## [1451] -1.451648118 -1.451648118 -1.451648118 -1.451648118 -1.160180390
## [1456] -1.160180390 -1.160180390 -1.160180390 -1.160180390 -1.160180390
## [1461] -1.153284672 -1.153284672 -1.153284672 -1.153284672 -0.909496690
## [1466] -0.222817867 -0.222817867 -0.222817867 -0.222817867 -0.222817867
## [1471] -0.222817867 -0.222817867 -0.222817867 -0.025227437 -0.025227437
## [1476] -0.025227437 -0.025227437 0.362520753 0.362520753 1.095916787
## [1481] 1.095916787 1.644967177 1.644967177 1.644967177 1.644967177
## [1486] 1.644967177 1.644967177 1.644967177 1.644967177 1.644967177
## [1491] 1.644967177 1.644967177 1.644967177 1.644967177 1.644967177
## [1496] 1.644967177 1.644967177 1.644967177 1.800725407 1.800725407
## [1501] 1.800725407 1.800725407 1.800725407 1.800725407 1.800725407
## [1506] 1.800725407 1.800725407 1.800725407 1.800725407 1.852008772
## [1511] 1.852008772 1.852008772 1.852008772 1.852008772 1.852008772
## [1516] -0.974777058 -0.974777058 -1.089353752 -1.089353752 -1.089353752
## [1521] -1.089353752 -1.089353752 -1.089353752 -1.089353752 -1.089353752
## [1526] -1.089353752 -1.089353752 -1.089353752 -1.089353752 -1.089353752
## [1531] -1.089353752 -1.089353752 -1.089353752 -1.069669774 -0.978248824
## [1536] -1.332910262 -1.332910262 -1.332910262 -1.332910262 -1.332910262
## [1541] -1.332910262 -1.332910262 -1.332910262 -1.332910262 -1.232909371
## [1546] -1.232909371 -1.232909371 -1.232909371 -1.232909371 -1.232909371
## [1551] -1.232909371 -1.232909371 -0.999236887 -0.999236887 -0.999236887
## [1556] -0.999236887 -0.999236887 -0.312558064 -0.312558064 -0.312558064
## [1561] -0.312558064 -0.312558064 -0.312558064 -0.312558064 0.337603539
## [1566] 0.337603539 0.337603539 0.337603539 0.356656576 0.356656576
## [1571] 0.356656576 0.410712324 0.410712324 0.410712324 0.798460514
## [1576] 0.798460514 0.798460514 1.079285374 1.079285374 1.079285374
## [1581] 1.079285374 1.079285374 1.079285374 1.079285374 1.079285374
## [1586] 1.079285374 1.079285374 1.079285374 1.079285374 1.079285374
## [1591] 1.079285374 1.323073357 1.323073357 1.323073357 1.323073357
## [1596] 1.773483307 1.773483307 1.773483307 1.773483307 1.773483307
## [1601] 1.773483307 1.773483307 1.773483307 1.773483307 1.773483307
## [1606] 1.773483307 1.773483307 1.773483307 1.773483307 1.773483307
## [1611] 1.773483307 1.800725407 1.800725407 1.800725407 1.800725407
## [1616] 1.800725407 -0.852621904 -0.852621904 -0.852621904 -0.852621904
## [1621] -0.852621904 -0.852621904 -0.852621904 -0.852621904 -0.852621904
## [1626] -0.852621904 -0.852621904 -0.838407988 -0.838407988 -0.838407988
## [1631] -0.838407988 -0.838407988 -0.882941281 -0.882941281 -0.882941281
## [1636] -0.882941281 -0.882941281 -0.882941281 -0.791520331 -0.791520331
## [1641] -0.791520331 -0.791520331 -0.791520331 -0.791520331 -0.771836353
## [1646] -0.771836353 -0.155523181 -0.510184619 -0.510184619 -0.510184619
## [1651] -0.510184619 -0.510184619 0.156298791 0.156298791 0.156298791
## [1656] 0.806460394 0.806460394 0.806460394 0.806460394 0.806460394
## [1661] 0.806460394 0.806460394 0.806460394 0.806460394 0.806460394
## [1666] 1.118793515 1.118793515 1.118793515 1.118793515 1.118793515
## [1671] 1.118793515 1.118793515 1.118793515 1.118793515 1.118793515
## [1676] 1.118793515 1.118793515 1.118793515 1.118793515 1.669658332
## [1681] 1.669658332 1.669658332 1.669658332 1.669658332 1.669658332
## [1686] 1.669658332 1.669658332 1.990243393 1.990243393 1.990243393
## [1691] 1.990243393 1.990243393 1.990243393 1.990243393 1.990243393
## [1696] 2.250202860 2.250202860 2.250202860 2.250202860 2.250202860
## [1701] 2.250202860 2.250202860 2.250202860 2.250202860 2.250202860
## [1706] 2.250202860 2.250202860 2.250202860 2.250202860 2.250202860
## [1711] 2.250202860 2.635865345 2.635865345 2.635865345 2.635865345
## [1716] 3.086275295 3.086275295 -0.472680324 -0.540172466 -0.540172466
## [1721] -0.540172466 -0.724854180 -0.724854180 -0.724854180 -0.724854180
## [1726] -0.724854180 -0.724854180 -0.724854180 -0.724854180 -0.724854180
## [1731] -0.724854180 -0.103967214 -0.103967214 -0.153074301 -0.153074301
## [1736] -0.153074301 -0.153074301 -0.153074301 -0.153074301 -0.088857030
## [1741] -0.088857030 -0.088857030 -0.088857030 -0.088857030 -0.088857030
## [1746] -0.088857030 -0.088857030 -0.088857030 -0.088857030 -0.088857030
## [1751] -0.088857030 -0.088857030 0.442732318 0.442732318 0.442732318
## [1756] 0.442732318 0.738232483 0.738232483 0.738232483 1.389098191
## [1761] 1.389098191 1.389098191 1.389098191 1.435985848 1.435985848
## [1766] 1.435985848 1.435985848 1.435985848 1.435985848 1.435985848
## [1771] 1.435985848 1.435985848 1.435985848 1.435985848 1.435985848
## [1776] 1.435985848 1.435985848 1.435985848 1.435985848 1.435985848
## [1781] 1.435985848 1.435985848 1.435985848 1.435985848 1.669658332
## [1786] 1.669658332 1.669658332 1.669658332 1.669658332 1.669658332
## [1791] 1.669658332 1.669658332 1.669658332 1.669658332 1.669658332
## [1796] 1.669658332 1.669658332 2.157152359 2.157152359 2.157152359
## [1801] 2.157152359 2.697560303 2.697560303 2.697560303 2.697560303
## [1806] 2.697560303 2.697560303 2.697560303 2.697560303 2.957519770
## [1811] 2.957519770 2.957519770 2.957519770 2.957519770 2.957519770
## [1816] 3.176273289 3.176273289 3.176273289 -0.768467092 -0.768467092
## [1821] -0.768467092 -0.768467092 -0.768467092 -0.768467092 -0.768467092
## [1826] -0.768467092 -0.768467092 -0.768467092 -0.563335402 -0.563335402
## [1831] -0.563335402 -0.563335402 -0.563335402 -0.563335402 -0.563335402
## [1836] -0.563335402 -0.563335402 -0.563335402 -0.476413748 -0.476413748
## [1841] -0.476413748 -0.476413748 -0.476413748 -0.376728184 -0.296253056
## [1846] -0.214604372 -0.214604372 -0.214604372 -0.214604372 -0.710253549
## [1851] -0.710253549 -0.710253549 -0.710253549 -0.710253549 -0.710253549
## [1856] -0.710253549 -0.862107408 -0.862107408 -0.862107408 -0.613882868
## [1861] -0.613882868 -0.613882868 -0.578172464 -0.578172464 -0.578172464
## [1866] -0.578172464 -0.578172464 -0.578172464 -0.578172464 -0.578172464
## [1871] 0.176044674 0.750656721 0.750656721 0.750656721 1.042984374
## [1876] 1.042984374 1.042984374 1.522625697 1.522625697 1.754777927
## [1881] 1.754777927 2.132206801 2.132206801 2.132206801 2.111377896
## [1886] 2.111377896 2.111377896 2.111377896 2.454443505 2.454443505
## [1891] 2.454443505 2.454443505 2.454443505 2.454443505 2.454443505
## [1896] 2.808055175 2.808055175 2.808055175 2.808055175 2.808055175
## [1901] 2.808055175 2.808055175 2.808055175 3.286729535 2.705889595
## [1906] 2.705889595 2.705889595 2.705889595 2.705889595 2.705889595
## [1911] 2.705889595 2.705889595 2.500702284 2.500702284 2.500702284
## [1916] 2.500702284 2.500702284 2.500702284 2.807176842 -0.355574810
## [1921] -0.355574810 -0.342317300 -0.342317300 -0.342317300 -0.342317300
## [1926] -0.219637881 -0.219637881 -0.219637881 -0.219637881 -0.219637881
## [1931] -0.219637881 -0.219637881 -0.219637881 -0.219637881 -0.219637881
## [1936] -0.640836717 -0.640836717 -0.640836717 -0.640836717 -0.640836717
## [1941] -0.640836717 -0.812313397 -0.812313397 -0.812313397 -0.812313397
## [1946] -0.659770345 -0.659770345 -0.659770345 -0.479609654 -0.589912689
## [1951] -0.589912689 -0.407278431 -0.297585036 -0.297585036 -0.297585036
## [1956] -0.297585036 -0.297585036 -0.297585036 -0.297585036 -0.297585036
## [1961] -0.297585036 -0.297585036 0.459661269 0.459661269 0.977591765
## [1966] 0.977591765 0.977591765 0.977591765 0.977591765 0.977591765
## [1971] 0.977591765 0.977591765 0.977591765 0.977591765 0.977591765
## [1976] 0.977591765 0.977591765 0.977591765 1.375413706 1.375413706
## [1981] 1.375413706 1.375413706 1.375413706 1.375413706 1.818463977
## [1986] 1.818463977 2.336582730 2.336582730 2.336582730 2.336582730
## [1991] 2.336582730 2.336582730 2.336582730 2.336582730 2.336582730
## [1996] 2.336582730 2.336582730 2.336582730 2.336582730 2.336582730
## [2001] 2.336582730 2.336582730 2.336582730 2.336582730 2.351574631
## [2006] 2.351574631 2.351574631 2.993719519 2.993719519 2.993719519
## [2011] 2.993719519 2.993719519 2.993719519 2.993719519 2.993719519
## [2016] 2.993719519 3.155475267 3.155475267 3.155475267 3.315296274
## [2021] -0.960949833 -0.960949833 -0.960949833 -1.236134420 -1.236134420
## [2026] -1.236134420 -1.236134420 -1.236134420 -1.195683077 -1.195683077
## [2031] -1.195683077 -0.834261691 -0.834261691 -0.834261691 -0.751210266
## [2036] -0.751210266 -0.751210266 -0.751210266 -0.751210266 -0.751210266
## [2041] -0.751210266 -0.751210266 -0.751210266 -0.751210266 -0.751210266
## [2046] -0.751210266 -0.751210266 -0.751210266 -0.751210266 -0.751210266
## [2051] -0.751210266 -0.747792899 -0.747792899 -0.747792899 -0.747792899
## [2056] -0.672360693 -0.672360693 -0.672360693 -0.672360693 -0.672360693
## [2061] -0.672360693 -0.672360693 -0.672360693 -0.672360693 0.133080978
## [2066] 0.133080978 -0.371914995 0.152703800 0.152703800 0.152703800
## [2071] 0.152703800 0.152703800 0.152703800 0.152703800 0.772502541
## [2076] 1.366737410 1.366737410 1.366737410 1.927730526 1.927730526
## [2081] 1.927730526 1.927730526 1.467388874 2.062165857 2.062165857
## [2086] 2.062165857 1.935369003 1.935369003 1.935369003 1.935369003
## [2091] 1.935369003 1.935369003 1.935369003 1.935369003 1.935369003
## [2096] 2.414043363 2.414043363 2.414043363 2.414043363 2.414043363
## [2101] 2.414043363 2.414043363 2.414043363 2.414043363 2.414043363
## [2106] 2.414043363 2.506016671 2.506016671 2.506016671 2.506016671
## [2111] 2.506016671 2.506016671 2.506016671 2.767655033 2.767655033
## [2116] 2.767655033 2.767655033 2.767655033 2.767655033 2.767655033
## [2121] 2.807099426 -0.926682886 -0.926682886 -0.926682886 -0.926682886
## [2126] -0.926682886 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2131] -0.121241215 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2136] -0.121241215 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2141] -0.121241215 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2146] -0.121241215 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2151] -0.121241215 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2156] -0.121241215 -0.121241215 -0.121241215 -0.121241215 -0.121241215
## [2161] -0.121241215 0.319287135 0.319287135 0.319287135 0.319287135
## [2166] 0.319287135 0.319287135 0.319287135 0.319287135 0.319287135
## [2171] 0.670166175 0.670166175 0.670166175 0.670166175 0.670166175
## [2176] 0.670166175 0.670166175 0.670166175 1.241247557 1.241247557
## [2181] 1.241247557 1.241247557 1.241247557 1.241247557 1.241247557
## [2186] 1.241247557 1.241247557 1.241247557 1.241247557 1.241247557
## [2191] 1.241247557 1.241247557 1.241247557 1.516880881 2.298645472
## [2196] 2.298645472 2.298645472 2.298645472 2.298645472 2.242077218
## [2201] 2.242077218 2.242077218 2.242077218 2.807884583 2.807884583
## [2206] 2.807884583 2.710057347 2.710057347 3.327618717 3.327618717
## [2211] 3.374921043 3.374921043 3.374921043 3.374921043 3.374921043
## [2216] 3.374921043 3.374921043 3.374921043 3.374921043 3.374921043
## [2221] 3.374921043 3.374921043 0.648018247 0.648018247 0.548834701
## [2226] 0.548834701 0.548834701 0.548834701 0.548834701 0.548834701
## [2231] 0.267503860 0.267503860 0.267503860 0.267503860 0.267503860
## [2236] 0.267503860 0.267503860 0.267503860 0.267503860 0.267503860
## [2241] 0.500926238 0.500926238 0.500926238 0.500926238 0.500926238
## [2246] 0.500926238 0.500926238 0.500926238 0.500926238 0.500926238
## [2251] 0.500926238 0.500926238 0.500926238 0.500926238 0.920610623
## [2256] 0.920610623 0.920610623 0.920610623 0.920610623 0.920610623
## [2261] 0.920610623 0.920610623 0.920610623 0.920610623 0.920610623
## [2266] 0.920610623 0.920610623 0.920610623 0.920610623 0.920610623
## [2271] 0.920610623 0.920610623 1.265300410 1.265300410 1.265300410
## [2276] 1.265300410 1.265300410 1.265300410 1.265300410 1.265300410
## [2281] 1.265300410 1.265300410 1.265300410 1.537149971 1.537149971
## [2286] 1.537149971 1.537149971 1.537149971 1.912547296 1.912547296
## [2291] 1.912547296 1.912547296 1.912547296 1.912547296 1.912547296
## [2296] 2.188180620 2.188180620 2.188180620 2.188180620 2.188180620
## [2301] 2.188180620 2.446206410 2.446206410 2.446206410 2.446206410
## [2306] 2.446206410 2.446206410 2.446206410 2.446206410 2.446206410
## [2311] 2.446206410 2.446206410 2.446206410 2.446206410 2.446206410
## [2316] 2.446206410 2.446206410 2.446206410 3.162353472 3.162353472
## [2321] 3.162353472 3.162353472 3.162353472 0.767695320 0.767695320
## [2326] 0.767695320 0.767695320 0.751436366 0.751436366 0.751436366
## [2331] 0.751436366 0.751436366 1.131646437 1.131646437 1.131646437
## [2336] 1.131646437 1.131646437 1.331197147 1.331197147 1.033607351
## [2341] 1.033607351 1.033607351 1.033607351 1.033607351 1.033607351
## [2346] 1.033607351 1.033607351 1.393361071 1.393361071 1.393361071
## [2351] 1.393361071 1.393361071 1.393361071 1.393361071 1.393361071
## [2356] 1.393361071 1.393361071 1.393361071 1.393361071 1.393361071
## [2361] 1.393361071 1.393361071 1.393361071 1.393361071 1.393361071
## [2366] 1.393361071 1.393361071 1.393361071 1.393361071 1.393361071
## [2371] 1.393361071 1.393361071 1.393361071 1.393361071 1.656660879
## [2376] 1.656660879 1.656660879 1.656660879 1.656660879 1.738050858
## [2381] 1.738050858 2.113448184 2.113448184 2.113448184 2.113448184
## [2386] 2.113448184 2.113448184 2.113448184 2.113448184 2.113448184
## [2391] 2.113448184 2.113448184 2.099635001 2.099635001 2.099635001
## [2396] 2.099635001 2.099635001 2.633294116 2.633294116 2.633294116
## [2401] 2.633294116 2.633294116 2.633294116 2.633294116 2.633294116
## [2406] 2.633294116 2.633294116 2.633294116 2.633294116 2.633294116
## [2411] 2.633294116 2.633294116 2.633294116 2.633294116 2.633294116
## [2416] 2.633294116 2.633294116 2.633294116 2.633294116 2.633294116
## [2421] 2.446206410 2.710652685 2.710652685 2.710652685 0.359038874
## [2426] 0.359038874 -0.177203842 -0.177203842 -0.177203842 -0.177203842
## [2431] -0.177203842 -0.635049122 -0.635049122 -0.635049122 -0.635049122
## [2436] -0.635049122 -0.635049122 -0.635049122 -0.660832033 -0.660832033
## [2441] -0.660832033 -0.382975906 -0.382975906 -0.460473094 -0.460473094
## [2446] -0.460473094 -0.460473094 -0.460473094 -0.460473094 -0.448853912
## [2451] -0.384878721 -0.384878721 -0.384878721 -0.392061880 -0.392061880
## [2456] -0.392061880 -0.392061880 -0.283047521 -0.283047521 -0.283047521
## [2461] -0.283047521 -0.283047521 -0.283047521 -0.283047521 0.193904096
## [2466] 0.386344491 0.253876847 0.253876847 0.253876847 0.604102835
## [2471] 0.535008550 0.535008550 0.671315741 0.671315741 0.671315741
## [2476] 0.671315741 0.671315741 0.671315741 0.671315741 1.434624492
## [2481] 1.434624492 1.434624492 1.434624492 1.434624492 1.434624492
## [2486] 1.434624492 1.434624492 1.434624492 1.434624492 1.434624492
## [2491] 1.434624492 1.434624492 1.434624492 1.434624492 1.172023551
## [2496] 1.172023551 1.172023551 1.172023551 1.172023551 1.172023551
## [2501] 1.172023551 1.172023551 1.172023551 1.172023551 1.172023551
## [2506] 1.172023551 1.172023551 1.172023551 1.172023551 1.172023551
## [2511] 1.172023551 1.172023551 1.172023551 1.172023551 1.434330117
## [2516] 1.495874443 1.495874443 1.495874443 1.632571203 1.632571203
## [2521] 1.363158938 1.434479475 1.434479475 2.188836456 2.188836456
## [2526] -0.687075582 -0.687075582 -0.867384863 -0.867384863 -0.867384863
## [2531] -0.867384863 -0.867384863 -0.919378183 -0.919378183 -0.919378183
## [2536] -0.919378183 -0.919378183 -0.919378183 -0.919378183 -0.919378183
## [2541] -0.757097731 -0.757097731 -0.757097731 -0.757097731 -0.750663137
## [2546] -0.750663137 -0.750663137 -0.458002482 -0.446266315 -0.446266315
## [2551] -0.446266315 -0.446266315 -0.555542480 -0.555542480 -0.458539020
## [2556] -0.458539020 -0.458539020 -0.458539020 -0.458539020 -0.458539020
## [2561] -0.295058420 -0.295058420 0.290907557 0.290907557 0.290907557
## [2566] 0.290907557 0.290907557 0.290907557 0.290907557 0.290907557
## [2571] 0.290907557 0.290907557 0.290907557 0.290907557 0.290907557
## [2576] 0.445429516 0.445429516 0.445429516 0.445429516 0.445429516
## [2581] 0.445429516 0.445429516 1.054216308 1.054216308 1.054216308
## [2586] 1.054216308 1.054216308 1.054216308 1.335348010 1.335348010
## [2591] 1.335348010 1.335348010 1.335348010 1.335348010 1.335348010
## [2596] 1.335348010 1.335348010 1.335348010 1.335348010 1.335348010
## [2601] 1.335348010 1.335348010 1.335348010 1.335348010 1.335348010
## [2606] 1.335348010 1.335348010 1.335348010 1.335348010 1.335348010
## [2611] 1.335348010 1.335348010 1.335348010 1.335348010 1.335348010
## [2616] 1.335348010 1.335348010 1.335348010 1.335348010 1.335348010
## [2621] 1.335348010 1.335348010 1.335348010 1.335348010 1.958208654
## [2626] 1.958208654 -0.383302429 -0.383302429 -0.383302429 -0.540687377
## [2631] -1.048103697 -1.048103697 -1.048103697 -1.048103697 -1.048103697
## [2636] -1.164027388 -1.164027388 -1.145627024 -1.145627024 -1.145627024
## [2641] -1.145627024 -1.048623563 -1.048623563 -0.995619277 -0.995619277
## [2646] -0.916857363 -0.916857363 -0.916857363 -0.916857363 -0.916857363
## [2651] -0.916857363 -0.916857363 -0.736045025 -0.736045025 -0.736045025
## [2656] -0.736045025 -0.736045025 -0.736045025 -0.624957777 -0.624957777
## [2661] -0.624957777 -0.624957777 -0.624957777 -0.624957777 -0.624957777
## [2666] -0.544344600 -0.544344600 -0.544344600 -0.473711394 -0.473711394
## [2671] -0.473711394 -0.473711394 -0.463306383 -0.001562331 -0.001562331
## [2676] -0.001562331 -0.001562331 0.123762402 0.123762402 0.123762402
## [2681] 0.123762402 0.171923247 0.171923247 0.979518514 0.979518514
## [2686] 0.979518514 0.979518514 0.979518514 0.979518514 0.979518514
## [2691] 0.979518514 0.979518514 0.979518514 0.979518514 0.979518514
## [2696] 0.979518514 0.979518514 0.979518514 0.979518514 0.979518514
## [2701] 0.979518514 1.137705028 1.137705028 1.137705028 1.137705028
## [2706] 1.137705028 1.137705028 1.137705028 1.137705028 1.137705028
## [2711] 1.463514681 1.463514681 1.463514681 1.463514681 1.463514681
## [2716] 1.463514681 1.463514681 1.463514681 1.463514681 1.463514681
## [2721] 1.463514681 1.463514681 1.463514681 1.463514681 1.463514681
## [2726] 1.463514681 1.463514681 -0.119456558 -0.119456558 -0.119456558
## [2731] -0.119456558 0.034502330 0.034502330 0.034502330 0.034502330
## [2736] 0.034502330 0.034502330 0.034502330 -0.547870117 -0.547870117
## [2741] -0.547870117 -0.547870117 -0.547870117 -0.547870117 -0.547870117
## [2746] -0.445008757 -0.388814043 -0.388814043 -0.388814043 -0.388814043
## [2751] -0.388814043 -0.388814043 -0.388814043 -0.388814043 -0.388814043
## [2756] -0.388814043 -0.388814043 -0.388814043 -0.388814043 -0.357304013
## [2761] -0.357304013 -0.357304013 -0.357304013 -0.357304013 -0.357304013
## [2766] -0.357304013 -0.357304013 -0.329423129 -0.329423129 -0.329423129
## [2771] -0.329423129 -0.329423129 -0.330223246 -0.330223246 -0.330223246
## [2776] -0.330223246 -0.330223246 -0.330223246 -0.330223246 -0.421276538
## [2781] -0.421276538 -0.032386480 -0.032386480 -0.032386480 -0.032386480
## [2786] 0.197689512 0.197689512 0.197689512 0.441175938 0.441175938
## [2791] 0.913325000 0.913325000 0.913325000 0.913325000 0.913325000
## [2796] 0.913325000 0.913325000 1.370170161 1.370170161 1.370170161
## [2801] 1.370170161 1.252897414 1.252897414 1.252897414 1.252897414
## [2806] 1.252897414 1.252897414 1.252897414 1.252897414 1.252897414
## [2811] 1.252897414 1.252897414 1.252897414 1.252897414 1.252897414
## [2816] 1.252897414 1.203958885 1.203958885 1.203958885 1.203958885
## [2821] 1.203958885 1.203958885 1.481815012 1.481815012 1.481815012
## [2826] 1.481815012 1.481815012 1.481815012 0.543935649 0.543935649
## [2831] 0.250018546 0.250018546 0.250018546 0.250018546 0.198585721
## [2836] 0.198585721 0.198585721 0.198585721 0.047744360 0.047744360
## [2841] 0.047744360 0.047744360 -0.567216180 -0.567216180 -0.567216180
## [2846] -0.567216180 -0.567216180 -0.567216180 -0.567216180 -0.567216180
## [2851] -0.567216180 -0.567216180 -0.241406527 -0.241406527 -0.241406527
## [2856] -0.241406527 -0.241406527 -0.241406527 -0.241406527 0.025175380
## [2861] 0.187896008 0.187896008 0.187896008 0.187896008 0.187896008
## [2866] 0.187896008 0.187896008 0.187896008 0.187896008 0.187896008
## [2871] 0.228517970 0.228517970 0.224685496 0.224685496 0.224685496
## [2876] 0.224685496 0.224685496 0.224685496 0.224685496 0.224685496
## [2881] 0.224685496 0.224685496 0.224685496 0.339605218 0.339605218
## [2886] 0.339605218 0.339605218 0.339605218 0.339605218 0.339605218
## [2891] 0.339605218 0.339605218 0.339605218 0.339605218 0.339605218
## [2896] 0.339605218 0.339605218 0.468171922 0.499681952 0.499681952
## [2901] 0.499681952 0.499681952 0.499681952 0.499681952 0.499681952
## [2906] 0.499681952 0.744565715 0.744565715 0.896825274 1.369774452
## [2911] 1.369774452 1.369774452 1.369774452 1.817566233 1.817566233
## [2916] 2.259692947 2.259692947 2.167839538 2.167839538 2.167839538
## [2921] 2.167839538 2.167839538 2.167839538 2.167839538 2.167839538
## [2926] 2.167839538 2.167839538 2.167839538 2.167839538 0.505788926
## [2931] 0.624592560 0.624592560 0.624592560 0.624592560 0.624592560
## [2936] 0.543935649 0.543935649 0.543935649 0.250018546 0.250018546
## [2941] 0.250018546 0.250018546 0.250018546 0.411512667 0.411512667
## [2946] -0.170859780 -0.170859780 -0.170859780 -0.170859780 -0.170859780
## [2951] -0.170859780 -0.170859780 0.195463079 0.195463079 0.144030254
## [2956] -0.022383860 -0.022383860 0.211609953 0.211609953 0.211609953
## [2961] 0.211609953 0.211609953 0.211609953 0.211609953 0.211609953
## [2966] 0.211609953 0.211609953 0.211609953 0.211609953 0.211609953
## [2971] 0.211609953 0.211609953 0.211609953 0.211609953 0.192204727
## [2976] 0.354925356 0.354925356 0.354925356 0.354925356 0.354925356
## [2981] 0.354925356 0.354925356 0.354925356 0.354925356 0.354925356
## [2986] 0.354925356 0.354925356 0.354925356 0.354925356 0.501415549
## [2991] 0.501415549 0.501415549 0.501415549 0.396116142 0.396116142
## [2996] 0.396116142 0.396116142 0.396116142 0.396116142 0.396116142
## [3001] 0.396116142 0.396116142 0.396116142 0.838242855 0.838242855
## [3006] 0.838242855 0.838242855 0.838242855 0.838242855 0.838242855
## [3011] 0.838242855 0.838242855 0.838242855 0.838242855 0.838242855
## [3016] 0.838242855 0.838242855 0.998319589 0.998319589 0.998319589
## [3021] 0.998319589 0.998319589 0.998319589 0.998319589 1.338271119
## [3026] 1.338271119 1.338271119 1.338271119 1.338271119 1.338271119
knn_expanded<- caret::train(y ~ x1 + x3 + x4 + v2 + v3 + v4 + v5 + m + w + z + t + x5,
data = df,
method = "knn",
tuneGrid = knnGrid,
preProcess = c("center", "scale"),
metric = "RMSE",
trControl = my_ctrl)
knn_expanded
## k-Nearest Neighbors
##
## 1252 samples
## 12 predictor
##
## Pre-processing: centered (15), scaled (15)
## Resampling: Cross-Validated (5 fold, repeated 5 times)
## Summary of sample sizes: 1001, 1002, 1003, 1001, 1001, 1003, ...
## Resampling results across tuning parameters:
##
## k RMSE Rsquared MAE
## 1 2.254524 0.2544991 1.646537
## 2 1.946405 0.3384484 1.432450
## 3 1.907158 0.3477636 1.401762
## 4 1.878470 0.3634603 1.381859
## 5 1.875734 0.3668388 1.384904
## 6 1.876505 0.3714255 1.386757
## 7 1.880366 0.3738883 1.393840
## 8 1.885684 0.3751747 1.398104
## 9 1.891217 0.3783099 1.401624
## 10 1.902863 0.3741600 1.409133
##
## RMSE was used to select the optimal model using the smallest value.
## The final value used for the model was k = 5.
plot(xTrans = log, knn_expanded)
print(knn_expanded$bestTune)
## k
## 5 5
(predict(knn_expanded, viz_grid_expanded))
## [1] -1.185404200 -1.185404200 -1.185404200 -1.185404200 -1.185404200
## [6] -1.185404200 -1.185404200 -1.185404200 -1.185404200 -1.185404200
## [11] -1.185404200 -1.185404200 -1.083885058 -1.083885058 -1.083885058
## [16] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [21] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [26] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [31] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [36] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [41] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [46] -1.083885058 -1.083885058 -1.083885058 -1.083885058 -1.083885058
## [51] -1.083885058 -0.494118759 -0.494118759 -0.494118759 -0.494118759
## [56] -0.520764829 -0.520764829 -0.045479562 -0.045479562 -0.045479562
## [61] -0.045479562 -0.045479562 -0.045479562 -0.045479562 -0.045479562
## [66] -0.045479562 -0.045479562 -0.045479562 -0.045479562 -0.045479562
## [71] -0.045479562 -0.045479562 -0.045479562 -0.045479562 -0.045479562
## [76] -0.045479562 -0.045479562 -0.045479562 0.074997396 0.074997396
## [81] 0.074997396 0.074997396 0.074997396 0.074997396 0.074997396
## [86] -0.090285842 -0.090285842 -0.090285842 -0.090285842 -0.090285842
## [91] -0.090285842 -0.090285842 -0.090285842 -0.090285842 -0.090285842
## [96] -0.090285842 -0.090285842 -0.090285842 -0.090285842 -0.090285842
## [101] 0.036174213 -1.350187899 -1.350187899 -1.350187899 -1.185404200
## [106] -1.185404200 -1.185404200 -1.185404200 -1.185404200 -1.185404200
## [111] -1.185404200 -1.185404200 -1.185404200 -1.185404200 -1.185404200
## [116] -1.185404200 -1.185404200 -1.185404200 -1.147202163 -1.147202163
## [121] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [126] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [131] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [136] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [141] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [146] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [151] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [156] -1.147202163 -1.147202163 -1.147202163 -1.147202163 -1.147202163
## [161] -1.147202163 -0.960214274 -0.960214274 -0.960214274 -0.960214274
## [166] -0.960214274 -0.960214274 -0.960214274 -0.960214274 -0.960214274
## [171] -0.960214274 -0.960214274 -0.960214274 -0.960214274 -0.108796668
## [176] -0.108796668 -0.108796668 -0.108796668 -0.108796668 -0.108796668
## [181] -0.108796668 -0.108796668 -0.108796668 -0.108796668 -0.108796668
## [186] -0.108796668 -0.108796668 -0.108796668 -0.108796668 -0.108796668
## [191] -0.108796668 -0.108796668 -0.108796668 -0.108796668 -0.108796668
## [196] -0.108796668 -0.108796668 -0.108796668 -0.108796668 -0.108796668
## [201] 0.187639547 0.187639547 -1.475378497 -1.475378497 -1.475378497
## [206] -1.475378497 -1.475378497 -1.475378497 -1.475378497 -1.475378497
## [211] -1.475378497 -1.475378497 -1.274431755 -1.274431755 -1.274431755
## [216] -1.274431755 -1.274431755 -1.274431755 -1.274431755 -1.274431755
## [221] -1.274431755 -1.274431755 -1.274431755 -1.274431755 -1.274431755
## [226] -1.274431755 -1.274431755 -1.178895709 -1.178895709 -1.178895709
## [231] -1.178895709 -1.178895709 -1.178895709 -1.178895709 -1.178895709
## [236] -1.178895709 -1.178895709 -1.178895709 -1.178895709 -1.178895709
## [241] -1.178895709 -1.178895709 -1.178895709 -1.178895709 -1.241704823
## [246] -1.241704823 -1.241704823 -1.241704823 -1.241704823 -1.241704823
## [251] -1.241704823 -1.241704823 -1.241704823 -1.241704823 -1.241704823
## [256] -1.241704823 -1.241704823 -1.241704823 -1.241704823 -1.241704823
## [261] -1.241704823 -1.241704823 -1.241704823 -1.241704823 -1.241704823
## [266] -1.241704823 -1.241704823 -1.241704823 -1.241704823 -1.241704823
## [271] -1.241704823 -1.241704823 -1.241704823 -1.241704823 -0.954516393
## [276] -0.954516393 -0.960214274 -0.960214274 -0.960214274 -0.960214274
## [281] -0.960214274 -0.960214274 -0.960214274 -0.960214274 -0.189768661
## [286] -0.189768661 -0.189768661 -0.189768661 -0.189768661 -0.189768661
## [291] -0.189768661 -0.189768661 -0.189768661 0.228182597 0.228182597
## [296] 0.228182597 0.228182597 0.228182597 0.228182597 0.228182597
## [301] 0.228182597 0.228182597 0.228182597 -1.729264100 -1.729264100
## [306] -1.729264100 -1.729264100 -1.729264100 -1.729264100 -1.729264100
## [311] -1.729264100 -1.729264100 -1.729264100 -1.528317358 -1.528317358
## [316] -1.528317358 -1.528317358 -1.528317358 -1.528317358 -1.528317358
## [321] -1.528317358 -1.528317358 -1.528317358 -1.270783480 -1.270783480
## [326] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [331] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [336] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [341] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [346] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [351] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [356] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [361] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [366] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [371] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [376] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [381] -0.956701443 -0.956701443 -0.956701443 -0.186255830 -0.186255830
## [386] -0.186255830 -0.186255830 -0.186255830 0.296187960 0.296187960
## [391] 0.296187960 0.296187960 0.296187960 0.296187960 0.296187960
## [396] 0.296187960 0.296187960 0.296187960 0.296187960 0.296187960
## [401] 0.296187960 0.422979415 0.422979415 0.422979415 -0.950181110
## [406] -0.950181110 -0.950181110 -0.950181110 -0.950181110 -1.172965368
## [411] -1.172965368 -1.172965368 -1.599112536 -1.599112536 -1.520276752
## [416] -1.520276752 -1.520276752 -1.520276752 -1.520276752 -1.520276752
## [421] -1.520276752 -1.520276752 -1.520276752 -1.520276752 -1.564627619
## [426] -1.564627619 -1.564627619 -1.564627619 -1.564627619 -1.564627619
## [431] -1.564627619 -1.564627619 -1.564627619 -1.270783480 -1.270783480
## [436] -1.270783480 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [441] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [446] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [451] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [456] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [461] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [466] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [471] -0.956701443 -0.956701443 -0.956701443 -0.956701443 -0.956701443
## [476] -0.956701443 -0.956701443 -0.165981903 -0.165981903 -0.165981903
## [481] -0.165981903 -0.165981903 -0.165981903 -0.165981903 -0.165981903
## [486] -0.165981903 -0.165981903 -0.165981903 -0.165981903 -0.165981903
## [491] -0.165981903 -0.165981903 -0.165981903 -0.165981903 -0.165981903
## [496] 0.296187960 0.296187960 0.296187960 0.296187960 0.296187960
## [501] 0.296187960 0.296187960 0.296187960 0.296187960 0.296187960
## [506] -0.088083347 -1.032850884 -1.032850884 -1.032850884 -0.950181110
## [511] -0.950181110 -0.950181110 -0.950181110 -0.950181110 -0.950181110
## [516] -0.950181110 -0.950181110 -0.950181110 -0.950181110 -1.297492494
## [521] -1.297492494 -1.297492494 -1.297492494 -1.297492494 -1.297492494
## [526] -1.297492494 -1.297492494 -1.297492494 -1.297492494 -1.297492494
## [531] -1.297492494 -1.297492494 -1.297492494 -1.297492494 -1.297492494
## [536] -0.924812572 -0.924812572 -0.924812572 -0.882320935 -0.882320935
## [541] -0.882320935 -0.882320935 -0.882320935 -0.882320935 -0.882320935
## [546] -0.882320935 -0.882320935 -0.882320935 -0.882320935 -0.882320935
## [551] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [556] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [561] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [566] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [571] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [576] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [581] -0.655081401 -0.655081401 -0.655081401 -0.655081401 -0.655081401
## [586] -0.655081401 -0.655081401 -0.655081401 -0.165981903 -0.165981903
## [591] -0.165981903 -0.165981903 -0.165981903 -0.165981903 -0.165981903
## [596] -0.165981903 -0.165981903 -0.165981903 -0.165981903 -0.165981903
## [601] -0.165981903 -0.165981903 -0.165981903 0.296187960 0.296187960
## [606] 0.296187960 -1.431328869 -1.431328869 -1.431328869 -1.431328869
## [611] -1.431328869 -1.095935599 -1.095935599 -1.095935599 -1.095935599
## [616] -1.095935599 -1.095935599 -1.095935599 -1.095935599 -1.095935599
## [621] -1.095935599 -1.095935599 -1.095935599 -1.095935599 -1.095935599
## [626] -1.095935599 -1.095935599 -1.095935599 -1.095935599 -1.095935599
## [631] -1.095935599 -1.095935599 -1.095935599 -0.853293969 -0.853293969
## [636] -0.853293969 -0.853293969 -0.853293969 -0.853293969 -0.853293969
## [641] -0.853293969 -0.853293969 -0.853293969 -0.853293969 -0.853293969
## [646] -0.853293969 -0.853293969 -0.853293969 -0.853293969 -0.853293969
## [651] -0.853293969 -0.853293969 -0.661742526 -0.661742526 -0.564063019
## [656] -0.564063019 -0.564063019 -0.564063019 -0.564063019 -0.564063019
## [661] -0.564063019 -0.564063019 -0.199771814 -0.064706009 -0.064706009
## [666] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [671] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [676] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [681] 0.194324759 0.564835326 0.564835326 0.564835326 0.564835326
## [686] 0.564835326 0.564835326 0.564835326 0.564835326 0.564835326
## [691] 0.564835326 0.946775583 1.087624865 1.087624865 1.087624865
## [696] 1.087624865 1.087624865 1.087624865 1.087624865 1.087624865
## [701] 1.087624865 1.299278914 1.299278914 1.205901215 1.205901215
## [706] 1.205901215 1.205901215 -1.309766905 -1.309766905 -1.309766905
## [711] -1.309766905 -1.309766905 -1.309766905 -1.309766905 -1.309766905
## [716] -1.392177272 -1.392177272 -1.392177272 -1.284601447 -1.284601447
## [721] -1.284601447 -1.284601447 -1.284601447 -1.284601447 -1.415680099
## [726] -1.415680099 -1.415680099 -1.415680099 -0.982607322 -0.982607322
## [731] -0.982607322 -0.982607322 -0.982607322 -0.982607322 -0.982607322
## [736] -0.982607322 -0.982607322 -0.982607322 -0.982607322 -0.982607322
## [741] -0.982607322 -0.982607322 -0.982607322 -0.982607322 -0.982607322
## [746] -0.982607322 -0.982607322 -0.982607322 -0.982607322 -0.982607322
## [751] -0.982607322 -0.982607322 -0.982607322 -0.982607322 -0.982607322
## [756] -0.982607322 -0.982607322 -0.982607322 -0.655990073 -0.655990073
## [761] -0.655990073 -0.655990073 -0.655990073 -0.655990073 -0.655990073
## [766] -0.655990073 -0.655990073 -0.655990073 -0.655990073 -0.655990073
## [771] -0.655990073 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [776] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [781] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [786] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [791] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [796] -0.064706009 -0.064706009 -0.064706009 -0.064706009 0.448939448
## [801] 0.448939448 0.448939448 0.448939448 0.448939448 0.448939448
## [806] 0.971728986 0.971728986 0.971728986 -1.309766905 -1.309766905
## [811] -1.309766905 -1.309766905 -1.309766905 -1.309766905 -1.309766905
## [816] -1.309766905 -1.309766905 -1.309766905 -1.309766905 -1.309766905
## [821] -1.474200523 -1.474200523 -1.474200523 -1.474200523 -1.474200523
## [826] -1.474200523 -1.474200523 -1.474200523 -1.474200523 -1.474200523
## [831] -1.268120606 -1.268120606 -1.268120606 -1.268120606 -1.268120606
## [836] -1.268120606 -1.107889343 -1.107889343 -1.107889343 -1.107889343
## [841] -1.107889343 -1.107889343 -1.107889343 -1.107889343 -1.107889343
## [846] -1.107889343 -1.107889343 -1.107889343 -1.107889343 -1.107889343
## [851] -1.107889343 -1.107889343 -1.107889343 -1.107889343 -1.107889343
## [856] -1.107889343 -1.107889343 -1.107889343 -1.107889343 -1.107889343
## [861] -0.817887308 -0.817887308 -0.817887308 -0.817887308 -0.817887308
## [866] -0.817887308 -0.817887308 -0.817887308 -0.817887308 -0.817887308
## [871] -0.817887308 -0.817887308 -0.817887308 -0.655990073 -0.655990073
## [876] -0.655990073 -0.655990073 -0.655990073 -0.655990073 -0.655990073
## [881] -0.655990073 -0.655990073 -0.655990073 -0.655990073 -0.655990073
## [886] -0.655990073 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [891] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [896] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [901] -0.064706009 -0.064706009 -0.064706009 -0.064706009 -0.064706009
## [906] 0.514292132 0.514292132 0.514292132 0.514292132 -1.209435668
## [911] -1.209435668 -1.399828524 -1.399828524 -1.399828524 -1.399828524
## [916] -1.399828524 -1.399828524 -1.399828524 -1.399828524 -1.399828524
## [921] -1.399828524 -1.399828524 -1.474200523 -1.474200523 -1.474200523
## [926] -1.474200523 -1.499942945 -1.499942945 -1.499942945 -1.499942945
## [931] -1.499942945 -1.499942945 -1.011473538 -1.011473538 -1.011473538
## [936] -1.011473538 -1.011473538 -1.011473538 -1.011473538 -1.011473538
## [941] -1.011473538 -1.011473538 -1.011473538 -1.011473538 -1.011473538
## [946] -1.011473538 -1.011473538 -1.011473538 -0.664361846 -0.664361846
## [951] -0.664361846 -0.664361846 -0.664361846 -0.664361846 -0.664361846
## [956] -0.664361846 -0.664361846 -0.664361846 -0.664361846 -0.664361846
## [961] -0.664361846 -0.664361846 -0.664361846 -0.664361846 -0.664361846
## [966] -0.664361846 -0.404014019 -0.404014019 -0.404014019 -0.404014019
## [971] -0.404014019 -0.404014019 -0.404014019 -0.404014019 -0.404014019
## [976] -0.404014019 -0.404014019 -0.404014019 -0.404014019 -0.404014019
## [981] -0.404014019 -0.404014019 -0.404014019 -0.404014019 -0.404014019
## [986] -0.404014019 -0.404014019 -0.404014019 -0.404014019 -0.404014019
## [991] -0.404014019 -0.404014019 -0.404014019 -0.404014019 -0.404014019
## [996] -0.404014019 -0.329015472 0.089528831 0.089528831 0.089528831
## [1001] 0.089528831 0.089528831 0.089528831 0.624106243 0.624106243
## [1006] 0.624106243 0.624106243 0.624106243 0.624106243 0.624106243
## [1011] -1.147200365 -1.147200365 -1.147200365 -1.510318171 -1.510318171
## [1016] -1.510318171 -1.510318171 -1.510318171 -1.510318171 -1.510318171
## [1021] -1.536060593 -1.536060593 -1.536060593 -1.536060593 -1.536060593
## [1026] -1.536060593 -1.536060593 -1.300002529 -1.300002529 -1.300002529
## [1031] -1.300002529 -1.300002529 -1.300002529 -1.300002529 -1.300002529
## [1036] -1.300002529 -0.654306901 -0.654306901 -0.654306901 -0.654306901
## [1041] -0.654306901 -0.654306901 -0.654306901 -0.654306901 -0.654306901
## [1046] -0.654306901 -0.654306901 -0.654306901 -0.654306901 -0.654306901
## [1051] -0.654306901 -0.654306901 -0.654306901 -0.654306901 -0.654306901
## [1056] -0.654306901 -0.654306901 -0.654306901 -0.654306901 -0.654306901
## [1061] -0.654306901 -0.654306901 -0.654306901 -0.664361846 -0.664361846
## [1066] -0.664361846 -0.664361846 -0.664361846 -0.664361846 -0.664361846
## [1071] -0.664361846 -0.664361846 -0.664361846 -0.664361846 -0.664361846
## [1076] -0.664361846 -0.494075638 -0.494075638 -0.494075638 -0.494075638
## [1081] -0.494075638 -0.494075638 -0.494075638 -0.419077091 -0.419077091
## [1086] -0.419077091 -0.419077091 -0.419077091 -0.419077091 -0.419077091
## [1091] -0.419077091 -0.419077091 -0.419077091 -0.419077091 -0.419077091
## [1096] -0.419077091 -0.419077091 0.084922503 0.084922503 0.084922503
## [1101] 0.084922503 0.118277469 0.118277469 0.118277469 0.118277469
## [1106] 0.118277469 0.118277469 0.118277469 0.118277469 0.118277469
## [1111] 0.118277469 -1.084484149 -1.084484149 -1.084484149 -1.202161234
## [1116] -1.202161234 -1.202161234 -1.202161234 -1.202161234 -1.202161234
## [1121] -1.202161234 -1.202161234 -1.202161234 -1.202161234 -1.202161234
## [1126] -1.202161234 -0.933540348 -0.933540348 -0.933540348 -0.933540348
## [1131] -0.933540348 -0.933540348 -0.933540348 -0.558719350 -0.558719350
## [1136] -0.558719350 -0.558719350 -0.558719350 -0.558719350 -0.558719350
## [1141] -0.558719350 -0.558719350 -0.558719350 -0.558719350 -0.197092869
## [1146] -0.197092869 -0.197092869 -0.197092869 -0.197092869 -0.197092869
## [1151] -0.197092869 -0.197092869 -0.197092869 -0.197092869 -0.197092869
## [1156] -0.197092869 -0.197092869 -0.197092869 -0.197092869 -0.197092869
## [1161] -0.197092869 -0.197092869 -0.197092869 -0.197092869 -0.197092869
## [1166] -0.197092869 -0.197092869 -0.197092869 -0.197092869 -0.197092869
## [1171] -0.197092869 -0.197092869 0.041836900 0.041836900 0.041836900
## [1176] 0.041836900 0.041836900 0.041836900 0.041836900 0.041836900
## [1181] 0.041836900 0.041836900 0.041836900 0.041836900 0.041836900
## [1186] 0.041836900 0.041836900 0.041836900 0.041836900 0.041836900
## [1191] 0.041836900 0.041836900 0.041836900 0.041836900 0.041836900
## [1196] 0.041836900 0.041836900 0.041836900 0.041836900 0.041836900
## [1201] 0.041836900 0.041836900 0.041836900 0.041836900 0.041836900
## [1206] 0.041836900 0.041836900 0.302184727 0.302184727 0.302184727
## [1211] 0.302184727 0.302184727 -1.291031514 -1.291031514 -1.291031514
## [1216] -1.291031514 -1.291031514 -1.334352788 -1.334352788 -1.334352788
## [1221] -1.116537788 -1.116537788 -0.812451268 -0.782418115 -0.862796506
## [1226] -0.862796506 -0.862796506 -0.862796506 -0.530770635 -0.530770635
## [1231] -0.530770635 -0.588216149 -0.588216149 -0.588216149 -0.588216149
## [1236] -0.588216149 -0.588216149 -0.588216149 -0.588216149 -0.588216149
## [1241] -0.588216149 -0.588216149 -0.588216149 -0.588216149 -0.588216149
## [1246] -0.588216149 -0.588216149 -0.588216149 -0.588216149 -0.588216149
## [1251] -0.588216149 -0.588216149 0.009937507 0.009937507 0.009937507
## [1256] 0.009937507 0.009937507 0.009937507 0.009937507 0.009937507
## [1261] 0.009937507 0.009937507 0.114766945 0.114766945 0.114766945
## [1266] 0.114766945 0.114766945 0.114766945 0.114766945 0.114766945
## [1271] 0.114766945 0.114766945 0.114766945 0.114766945 0.114766945
## [1276] 0.114766945 0.114766945 0.114766945 0.114766945 0.114766945
## [1281] 0.114766945 0.114766945 0.114766945 0.162986153 0.162986153
## [1286] 0.162986153 0.162986153 0.162986153 0.162986153 0.162986153
## [1291] 0.162986153 0.162986153 0.162986153 0.162986153 0.724089740
## [1296] 0.724089740 0.724089740 0.724089740 0.724089740 0.724089740
## [1301] 0.724089740 0.724089740 0.724089740 0.724089740 0.724089740
## [1306] 0.724089740 1.821696800 1.821696800 1.821696800 1.821696800
## [1311] 1.821696800 1.821696800 1.821696800 -0.747265647 -0.747265647
## [1316] -1.291031514 -1.291031514 -1.291031514 -1.291031514 -1.291031514
## [1321] -1.291031514 -1.291031514 -1.291031514 -1.291031514 -1.291031514
## [1326] -1.291031514 -1.291031514 -1.243977254 -1.243977254 -1.243977254
## [1331] -1.301422768 -1.301422768 -1.192586815 -1.192586815 -1.192586815
## [1336] -1.192586815 -1.192586815 -1.192586815 -1.192586815 -1.192586815
## [1341] -1.192586815 -1.192586815 -1.192586815 -1.192586815 -1.192586815
## [1346] -1.192586815 -1.192586815 -1.192586815 -1.192586815 -1.235908088
## [1351] -1.235908088 -1.235908088 -1.235908088 -1.235908088 -1.235908088
## [1356] -1.235908088 -1.235908088 -1.235908088 -1.235908088 -1.235908088
## [1361] -1.235908088 -1.235908088 -1.235908088 -1.235908088 -0.849398017
## [1366] -0.849398017 -0.849398017 -0.849398017 -0.574861962 -0.531630544
## [1371] -0.531630544 -0.531630544 -0.531630544 -0.531630544 -0.531630544
## [1376] -0.531630544 -0.531630544 -0.531630544 -0.531630544 -0.531630544
## [1381] -0.531630544 -0.531630544 -0.531630544 -0.531630544 -0.531630544
## [1386] -0.531630544 -0.531630544 -0.531630544 -0.531630544 -0.331111016
## [1391] -0.331111016 -0.331111016 -0.331111016 -0.331111016 -0.331111016
## [1396] -0.106134816 -0.106134816 -0.106134816 -0.106134816 -0.106134816
## [1401] -0.106134816 -0.106134816 -0.106134816 -0.106134816 -0.106134816
## [1406] -0.106134816 -0.106134816 -0.106134816 -0.106134816 -0.106134816
## [1411] -0.106134816 -0.106134816 -0.106134816 -0.106134816 -1.030708665
## [1416] -1.030708665 -1.030708665 -1.030708665 -1.030708665 -1.030708665
## [1421] -1.740031541 -1.740031541 -1.740031541 -1.740031541 -1.740031541
## [1426] -1.831506792 -1.831506792 -1.831506792 -1.831506792 -1.831506792
## [1431] -1.831506792 -1.831506792 -1.831506792 -1.581966596 -1.581966596
## [1436] -1.888227847 -1.888227847 -1.530576157 -1.530576157 -1.530576157
## [1441] -1.530576157 -1.530576157 -1.530576157 -1.530576157 -1.530576157
## [1446] -1.530576157 -1.530576157 -1.530576157 -1.530576157 -1.530576157
## [1451] -1.530576157 -1.530576157 -1.530576157 -1.530576157 -1.530576157
## [1456] -1.530576157 -1.530576157 -1.530576157 -1.530576157 -1.530576157
## [1461] -1.530576157 -1.530576157 -1.530576157 -1.530576157 -1.530576157
## [1466] -1.530576157 -1.530576157 -1.530576157 -1.530576157 -1.530576157
## [1471] -1.530576157 -1.212808684 -1.212808684 -1.212808684 -1.212808684
## [1476] -1.212808684 -0.820335141 -0.820335141 -0.291028391 -0.291028391
## [1481] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1486] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1491] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1496] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1501] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1506] -0.291028391 -0.291028391 -0.291028391 -0.291028391 0.123202123
## [1511] 0.123202123 0.123202123 0.123202123 0.123202123 0.123202123
## [1516] -1.073389172 -1.073389172 -1.073389172 -1.073389172 -1.073389172
## [1521] -1.073389172 -1.949180911 -1.949180911 -1.949180911 -1.949180911
## [1526] -1.949180911 -1.949180911 -1.949180911 -1.949180911 -1.949180911
## [1531] -1.949180911 -1.949180911 -1.831506792 -1.831506792 -1.831506792
## [1536] -1.831506792 -1.945796194 -1.945796194 -1.945796194 -1.945796194
## [1541] -1.945796194 -1.945796194 -1.945796194 -1.945796194 -1.780116352
## [1546] -1.780116352 -1.780116352 -1.780116352 -1.780116352 -1.780116352
## [1551] -1.780116352 -1.780116352 -1.780116352 -1.780116352 -1.780116352
## [1556] -1.780116352 -1.780116352 -1.780116352 -1.780116352 -1.780116352
## [1561] -1.780116352 -1.780116352 -1.780116352 -1.780116352 -1.780116352
## [1566] -1.780116352 -1.780116352 -1.780116352 -1.780116352 -1.780116352
## [1571] -1.347734256 -1.347734256 -1.347734256 -1.347734256 -1.347734256
## [1576] -1.347734256 -1.347734256 -1.347734256 -0.818427506 -0.818427506
## [1581] -0.818427506 -0.818427506 -0.818427506 -0.818427506 -0.818427506
## [1586] -0.818427506 -0.818427506 -0.818427506 -0.818427506 -0.818427506
## [1591] -0.818427506 -0.818427506 -0.818427506 -0.328227699 -0.291028391
## [1596] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1601] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1606] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1611] -0.291028391 -0.291028391 -0.291028391 -0.291028391 -0.291028391
## [1616] -0.291028391 -0.463633136 -0.463633136 -0.463633136 -0.463633136
## [1621] -0.463633136 -0.463633136 -1.422496208 -1.422496208 -1.422496208
## [1626] -1.422496208 -1.840280396 -1.840280396 -1.840280396 -1.840280396
## [1631] -1.840280396 -1.840280396 -1.840280396 -1.840280396 -2.063470313
## [1636] -2.063470313 -2.063470313 -2.063470313 -2.063470313 -2.063470313
## [1641] -2.063470313 -2.063470313 -2.063470313 -2.063470313 -1.988476701
## [1646] -1.988476701 -1.988476701 -1.988476701 -1.988476701 -1.988476701
## [1651] -1.988476701 -1.988476701 -1.988476701 -1.988476701 -1.988476701
## [1656] -1.945796194 -1.945796194 -1.945796194 -1.945796194 -1.596485432
## [1661] -1.596485432 -1.596485432 -1.671215838 -1.671215838 -1.671215838
## [1666] -1.430805590 -1.430805590 -1.430805590 -1.430805590 -1.430805590
## [1671] -1.430805590 -1.430805590 -1.430805590 -1.430805590 -1.430805590
## [1676] -1.430805590 -1.011569747 -1.011569747 -1.011569747 -1.011569747
## [1681] -1.011569747 -1.011569747 -1.011569747 -1.011569747 -1.011569747
## [1686] -1.011569747 -1.011569747 -1.011569747 -0.818427506 -0.818427506
## [1691] -0.818427506 -0.818427506 -0.818427506 -0.818427506 -0.818427506
## [1696] -0.818427506 -0.818427506 -0.818427506 -0.818427506 -0.818427506
## [1701] -0.818427506 -0.476299525 -0.476299525 -0.476299525 -0.476299525
## [1706] -0.476299525 -0.476299525 -0.476299525 -0.476299525 -0.476299525
## [1711] -0.605291638 -0.605291638 -0.605291638 -0.605291638 -0.605291638
## [1716] -0.605291638 -0.605291638 -0.493169072 -0.493169072 -0.493169072
## [1721] -0.734556049 -0.734556049 -0.734556049 -0.734556049 -0.734556049
## [1726] -0.734556049 -0.734556049 -1.085736912 -1.085736912 -1.085736912
## [1731] -1.085736912 -1.085736912 -1.085736912 -1.085736912 -1.085736912
## [1736] -1.085736912 -1.085736912 -1.085736912 -1.085736912 -1.085736912
## [1741] -1.085736912 -1.085736912 -1.085736912 -1.422496208 -1.422496208
## [1746] -1.695492948 -1.840280396 -1.840280396 -1.840280396 -1.840280396
## [1751] -1.840280396 -1.840280396 -1.840280396 -1.840280396 -1.840280396
## [1756] -1.840280396 -1.840280396 -1.840280396 -1.840280396 -1.714159551
## [1761] -1.714159551 -1.714159551 -1.714159551 -1.714159551 -1.714159551
## [1766] -1.714159551 -1.714159551 -1.714159551 -1.714159551 -1.714159551
## [1771] -1.335314534 -1.335314534 -1.335314534 -1.335314534 -1.335314534
## [1776] -1.335314534 -1.177249589 -1.177249589 -1.177249589 -1.177249589
## [1781] -1.177249589 -1.177249589 -1.177249589 -1.011569747 -1.011569747
## [1786] -1.011569747 -1.011569747 -1.011569747 -1.011569747 -1.011569747
## [1791] -1.011569747 -1.011569747 -1.011569747 -1.011569747 -1.011569747
## [1796] -1.011569747 -1.011569747 -1.011569747 -1.011569747 -1.011569747
## [1801] -1.011569747 -0.476299525 -0.476299525 -0.476299525 -0.476299525
## [1806] -0.476299525 -0.476299525 -0.476299525 -0.476299525 -0.476299525
## [1811] -0.476299525 -0.476299525 -0.476299525 -0.476299525 -0.476299525
## [1816] -0.476299525 -0.476299525 -0.605291638 -0.898819324 -0.898819324
## [1821] -0.898819324 -0.861447510 -0.861447510 -0.861447510 -0.861447510
## [1826] -0.861447510 -0.861447510 -0.861447510 -0.861447510 -0.861447510
## [1831] -0.861447510 -0.861447510 -0.861447510 -0.861447510 -0.874221863
## [1836] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1841] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1846] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1851] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1856] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.795401581
## [1861] -0.763601092 -0.763601092 -0.763601092 -0.763601092 -0.701591473
## [1866] -0.701591473 -0.701591473 -0.701591473 -0.701591473 -0.701591473
## [1871] -0.701591473 -0.701591473 -0.701591473 -0.701591473 -0.701591473
## [1876] -0.701591473 -0.701591473 -0.701591473 -0.701591473 -0.701591473
## [1881] -0.336322957 -0.336322957 -0.336322957 -0.336322957 -0.336322957
## [1886] -0.336322957 -0.336322957 -0.336322957 -0.336322957 -0.336322957
## [1891] -0.336322957 -0.336322957 -0.336322957 -0.336322957 -0.336322957
## [1896] -0.336322957 0.093968320 0.093968320 0.093968320 0.428473024
## [1901] 0.502164027 0.502164027 0.502164027 0.479405147 0.479405147
## [1906] 0.479405147 0.479405147 0.479405147 0.479405147 0.344050954
## [1911] 0.344050954 0.344050954 0.741826804 0.741826804 0.741826804
## [1916] 0.741826804 0.741826804 0.741826804 0.741826804 -1.272228853
## [1921] -1.272228853 -1.272228853 -1.272228853 -1.272228853 -1.272228853
## [1926] -1.272228853 -1.272228853 -0.874221863 -0.874221863 -0.874221863
## [1931] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1936] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1941] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1946] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1951] -0.874221863 -0.874221863 -0.874221863 -0.874221863 -0.874221863
## [1956] -1.278168473 -1.278168473 -1.278168473 -1.278168473 -1.278168473
## [1961] -1.278168473 -1.278168473 -1.278168473 -1.278168473 -0.677277075
## [1966] -0.677277075 -0.677277075 -0.677277075 -0.677277075 -0.677277075
## [1971] -0.677277075 -0.677277075 -0.677277075 -0.677277075 -0.609327837
## [1976] -0.609327837 -0.609327837 -0.609327837 -0.609327837 -0.609327837
## [1981] -0.609327837 -0.609327837 -0.609327837 -0.268066525 -0.268066525
## [1986] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [1991] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [1996] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [2001] -0.268066525 -0.268066525 -0.268066525 -0.268066525 0.594856882
## [2006] 0.594856882 0.594856882 0.594856882 0.594856882 0.594856882
## [2011] 0.594856882 0.594856882 0.682718772 0.116644084 0.116644084
## [2016] 0.116644084 0.116644084 0.116644084 0.116644084 0.116644084
## [2021] -0.721859679 -1.272228853 -1.272228853 -1.272228853 -1.272228853
## [2026] -1.272228853 -1.272228853 -1.278168473 -1.278168473 -1.278168473
## [2031] -1.278168473 -1.278168473 -1.278168473 -1.278168473 -1.278168473
## [2036] -1.278168473 -1.278168473 -1.278168473 -1.278168473 -1.278168473
## [2041] -1.278168473 -1.278168473 -1.278168473 -1.278168473 -1.278168473
## [2046] -1.278168473 -1.278168473 -1.278168473 -1.278168473 -1.278168473
## [2051] -1.278168473 -1.122613658 -1.122613658 -1.122613658 -1.122613658
## [2056] -1.122613658 -1.122613658 -1.122613658 -1.122613658 -1.122613658
## [2061] -1.122613658 -1.122613658 -1.122613658 -1.122613658 -1.122613658
## [2066] -1.122613658 -0.521722260 -0.521722260 -0.521722260 -0.521722260
## [2071] -0.521722260 -0.521722260 -0.195699386 -0.195699386 -0.195699386
## [2076] -0.195699386 -0.195699386 -0.195699386 -0.195699386 -0.195699386
## [2081] -0.195699386 -0.195699386 -0.195699386 -0.195699386 -0.195699386
## [2086] -0.195699386 -0.195699386 -0.195699386 -0.268066525 -0.268066525
## [2091] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [2096] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [2101] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [2106] -0.268066525 -0.268066525 -0.268066525 -0.268066525 -0.268066525
## [2111] -0.268066525 -0.268066525 -0.268066525 0.773734085 0.773734085
## [2116] 0.773734085 0.773734085 0.773734085 0.773734085 0.773734085
## [2121] 0.773734085 -1.536276251 -1.357399048 -1.357399048 -1.357399048
## [2126] -1.357399048 -1.357399048 -1.195014939 -1.195014939 -1.509761231
## [2131] -1.509761231 -1.134072857 -1.134072857 -1.134072857 -1.134072857
## [2136] -1.122613658 -1.122613658 -1.122613658 -1.122613658 -1.122613658
## [2141] -1.122613658 -0.796590784 -0.796590784 -0.796590784 -0.796590784
## [2146] -0.796590784 -0.796590784 -0.796590784 -0.796590784 -0.796590784
## [2151] -0.796590784 -0.796590784 -0.796590784 -0.796590784 -0.796590784
## [2156] -0.796590784 -0.796590784 -0.796590784 -0.796590784 -0.796590784
## [2161] -0.796590784 -0.796590784 -0.796590784 -0.796590784 -0.796590784
## [2166] -0.796590784 -0.796590784 -0.796590784 -0.195699386 -0.195699386
## [2171] -0.195699386 -0.195699386 -0.195699386 -0.195699386 -0.195699386
## [2176] -0.195699386 -0.195699386 -0.195699386 -0.195699386 -0.195699386
## [2181] -0.195699386 -0.195699386 -0.195699386 -0.195699386 -0.195699386
## [2186] -0.195699386 -0.195699386 -0.195699386 -0.195699386 -0.195699386
## [2191] -0.067145100 -0.067145100 -0.067145100 -0.067145100 -0.067145100
## [2196] -0.067145100 -0.067145100 -0.067145100 -0.067145100 -0.067145100
## [2201] -0.067145100 -0.067145100 -0.067145100 -0.067145100 -0.067145100
## [2206] -0.067145100 -0.067145100 -0.067145100 -0.067145100 -0.067145100
## [2211] -0.067145100 -0.067145100 0.761351245 0.761351245 0.761351245
## [2216] 0.852622871 0.852622871 0.852622871 0.852622871 0.852622871
## [2221] 0.852622871 0.852622871 -0.285330894 -0.285330894 -0.285330894
## [2226] -0.285330894 -0.285330894 -0.285330894 -0.285330894 -0.285330894
## [2231] -0.285330894 -0.285330894 -0.285330894 -0.835700068 -0.835700068
## [2236] -1.395159039 -1.395159039 -1.395159039 -1.395159039 -1.395159039
## [2241] -1.395159039 -1.395159039 -1.395159039 -1.183738358 -1.183738358
## [2246] -1.183738358 -1.183738358 -1.183738358 -1.183738358 -1.183738358
## [2251] -1.183738358 -1.183738358 -1.183738358 -1.183738358 -1.183738358
## [2256] -1.183738358 -1.183738358 -1.183738358 -1.183738358 -1.183738358
## [2261] -1.183738358 -1.183738358 -0.878652254 -0.878652254 -0.192703278
## [2266] -0.192703278 -0.192703278 -0.192703278 -0.192703278 -0.192703278
## [2271] -0.192703278 -0.188452213 -0.188452213 -0.188452213 -0.188452213
## [2276] -0.188452213 -0.188452213 -0.188452213 -0.188452213 -0.188452213
## [2281] -0.116810601 -0.116810601 -0.116810601 -0.116810601 -0.116810601
## [2286] -0.116810601 -0.116810601 -0.116810601 -0.116810601 -0.116810601
## [2291] -0.116810601 -0.116810601 -0.116810601 -0.147040509 0.014432194
## [2296] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2301] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2306] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2311] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2316] 0.014432194 0.014432194 0.014432194 0.014432194 0.924990009
## [2321] 0.924990009 0.924990009 1.647451788 -0.046066930 -0.046066930
## [2326] -0.998512411 -0.998512411 -0.998512411 -0.998512411 -0.998512411
## [2331] -0.998512411 -0.998512411 -1.798424478 -1.237776375 -1.237776375
## [2336] -1.237776375 -1.237776375 -1.237776375 -1.237776375 -1.237776375
## [2341] -1.237776375 -1.237776375 -1.237776375 -1.237776375 -1.237776375
## [2346] -1.237776375 -1.237776375 -1.862369280 -1.862369280 -1.862369280
## [2351] -1.862369280 -1.862369280 -1.862369280 -0.898647218 -0.898647218
## [2356] -0.898647218 -0.898647218 -0.898647218 -0.898647218 -0.898647218
## [2361] -0.898647218 -0.898647218 -0.898647218 -0.775115662 -0.366546588
## [2366] -0.366546588 -0.366546588 -0.366546588 -0.366546588 -0.366546588
## [2371] -0.366546588 -0.366546588 -0.366546588 -0.362295522 -0.362295522
## [2376] 0.099489772 0.099489772 0.099489772 0.099489772 0.099489772
## [2381] 0.099489772 0.099489772 0.099489772 0.099489772 0.099489772
## [2386] 0.099489772 0.099489772 0.099489772 0.099489772 0.099489772
## [2391] 0.099489772 0.099489772 0.099489772 0.099489772 0.099489772
## [2396] 0.099489772 0.099489772 0.099489772 0.099489772 0.099489772
## [2401] 0.099489772 0.099489772 0.014432194 0.014432194 0.014432194
## [2406] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2411] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2416] 0.014432194 0.014432194 0.014432194 0.014432194 0.014432194
## [2421] 0.014432194 0.014432194 0.014432194 0.014432194 -1.177877456
## [2426] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2431] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2436] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2441] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2446] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2451] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.038211276
## [2456] -1.038211276 -1.038211276 -1.038211276 -1.038211276 -1.038211276
## [2461] -1.038211276 -0.550823788 -0.550823788 -0.550823788 -0.550823788
## [2466] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2471] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.410072263
## [2476] -0.410072263 -0.410072263 -0.410072263 -0.410072263 -0.410072263
## [2481] -0.410072263 -0.410072263 0.118404484 0.003621092 0.003621092
## [2486] 0.003621092 0.003621092 0.003621092 0.003621092 0.173354955
## [2491] 0.173354955 0.031336057 0.848415579 0.848415579 0.848415579
## [2496] 0.848415579 0.848415579 0.848415579 0.848415579 0.848415579
## [2501] 0.848415579 0.848415579 0.848415579 0.848415579 0.848415579
## [2506] 1.176054662 1.176054662 1.176054662 1.176054662 1.176054662
## [2511] 1.176054662 1.176054662 1.176054662 1.176054662 1.176054662
## [2516] 1.176054662 1.176054662 1.176054662 1.176054662 1.176054662
## [2521] 1.176054662 1.176054662 1.176054662 1.176054662 1.176054662
## [2526] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2531] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2536] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2541] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2546] -1.177877456 -1.177877456 -1.177877456 -1.177877456 -1.177877456
## [2551] -1.049927076 -1.049927076 -1.049927076 -1.049927076 -1.049927076
## [2556] -1.049927076 -1.049927076 -1.049927076 -0.747434310 -0.747434310
## [2561] -0.747434310 -0.747434310 -0.747434310 -0.747434310 -0.747434310
## [2566] -0.747434310 -0.747434310 -0.287282327 -0.287282327 -0.287282327
## [2571] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2576] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2581] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2586] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2591] -0.287282327 -0.287282327 0.118404484 0.118404484 0.118404484
## [2596] 0.118404484 0.118404484 0.118404484 0.118404484 0.118404484
## [2601] 0.118404484 0.118404484 0.118404484 0.118404484 0.118404484
## [2606] 0.118404484 0.799892925 0.799892925 0.799892925 0.799892925
## [2611] 0.799892925 0.799892925 0.799892925 0.799892925 0.799892925
## [2616] 1.155246973 1.155246973 1.155246973 1.155246973 1.176054662
## [2621] 1.176054662 1.176054662 1.176054662 1.176054662 1.176054662
## [2626] 1.176054662 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2631] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2636] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2641] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2646] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2651] -1.270501340 -1.049927076 -1.049927076 -1.049927076 -1.049927076
## [2656] -1.049927076 -1.049927076 -1.049927076 -1.049927076 -0.747434310
## [2661] -0.747434310 -0.747434310 -0.747434310 -0.747434310 -0.747434310
## [2666] -0.747434310 -0.747434310 -0.747434310 -0.747434310 -0.287282327
## [2671] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2676] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2681] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2686] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2691] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2696] -0.287282327 0.128013595 0.128013595 0.128013595 0.128013595
## [2701] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2706] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2711] 0.128013595 0.128013595 0.118404484 0.118404484 0.118404484
## [2716] 0.118404484 0.118404484 0.118404484 0.118404484 0.118404484
## [2721] 0.118404484 0.118404484 0.118404484 0.799892925 0.799892925
## [2726] 0.799892925 0.799892925 0.197675747 -0.200328666 -0.200328666
## [2731] -0.200328666 -0.200328666 -0.200328666 -1.270501340 -1.270501340
## [2736] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2741] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2746] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2751] -1.270501340 -1.270501340 -1.270501340 -1.270501340 -1.270501340
## [2756] -1.270501340 -1.130835160 -1.130835160 -1.130835160 -1.130835160
## [2761] -1.130835160 -1.130835160 -1.130835160 -1.130835160 -1.130835160
## [2766] -1.130835160 -1.130835160 -1.130835160 -1.130835160 -1.130835160
## [2771] -0.747434310 -0.747434310 -0.287282327 -0.287282327 -0.287282327
## [2776] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2781] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2786] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2791] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2796] -0.287282327 -0.287282327 -0.287282327 -0.287282327 0.128013595
## [2801] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2806] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2811] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2816] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2821] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2826] 0.128013595 0.128013595 0.128013595 0.111308332 0.111308332
## [2831] 0.111308332 0.111308332 0.111308332 0.111308332 0.111308332
## [2836] 0.111308332 -0.933718026 -0.933718026 -0.933718026 -0.933718026
## [2841] -0.933718026 -0.933718026 -0.872496927 -1.174179650 -1.174179650
## [2846] -1.174179650 -1.174179650 -1.174179650 -1.359074372 -1.359074372
## [2851] -1.359074372 -1.359074372 -1.359074372 -1.359074372 -1.359074372
## [2856] -1.359074372 -1.359074372 -1.359074372 -1.359074372 -1.359074372
## [2861] -1.359074372 -1.359074372 -1.359074372 -1.359074372 -1.359074372
## [2866] -1.359074372 -1.359074372 -1.034513470 -1.034513470 -1.034513470
## [2871] -1.034513470 -1.034513470 -1.034513470 -1.034513470 -1.034513470
## [2876] -1.034513470 -1.034513470 -0.643447671 -0.643447671 -0.643447671
## [2881] -0.643447671 -0.643447671 -0.643447671 -0.643447671 -0.643447671
## [2886] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2891] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2896] -0.287282327 -0.287282327 -0.287282327 -0.287282327 -0.287282327
## [2901] -0.287282327 0.128013595 0.128013595 0.128013595 0.128013595
## [2906] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2911] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2916] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2921] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [2926] 0.128013595 0.128013595 0.128013595 0.128013595 0.331687913
## [2931] 0.331687913 0.331687913 0.331687913 0.331687913 0.331687913
## [2936] 0.331687913 0.331687913 0.331687913 0.331687913 -0.966557932
## [2941] -0.966557932 -0.966557932 -0.966557932 -0.966557932 -0.966557932
## [2946] -0.966557932 -0.966557932 -0.966557932 -0.966557932 -0.966557932
## [2951] -0.966557932 -0.966557932 -0.966557932 -0.966557932 -0.966557932
## [2956] -1.268240654 -1.268240654 -1.268240654 -1.268240654 -1.268240654
## [2961] -1.268240654 -1.268240654 -1.204813939 -1.204813939 -1.204813939
## [2966] -1.204813939 -1.204813939 -1.260547065 -1.260547065 -1.260547065
## [2971] -1.260547065 -1.260547065 -1.260547065 -1.260547065 -1.034513470
## [2976] -1.034513470 -1.034513470 -1.034513470 -1.034513470 -1.034513470
## [2981] -1.034513470 -1.034513470 -1.034513470 -1.034513470 -1.034513470
## [2986] -1.034513470 -1.034513470 -1.034513470 -1.034513470 -1.034513470
## [2991] -1.034513470 -0.643447671 -0.643447671 -0.643447671 -0.643447671
## [2996] -0.643447671 -0.643447671 -0.643447671 -0.643447671 -0.643447671
## [3001] -0.400463152 -0.400463152 -0.400463152 -0.400463152 0.128013595
## [3006] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [3011] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [3016] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [3021] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595
## [3026] 0.128013595 0.128013595 0.128013595 0.128013595 0.128013595